AI's Impact on Jobs: What Will Change and What Won't

Explore our comprehensive database of 831 occupations analyzed for AI automation risk. Discover which jobs are most likely to be replaced by AI and which ones will remain secure in the coming decade.

Accountants and Auditors

8/10

AI will fundamentally transform accounting through advanced data processing, automated transaction categorization, real-time financial analysis, and …

Finance $77250

Actors

6/10

AI will significantly transform acting through digital performance technologies, synthetic character generation, and AI-assisted script development. …

Media & Entertainment $54690

Actuaries

7/10

AI will significantly transform actuarial work by automating data processing, risk modeling, and predictive analytics. Machine learning algorithms can …

Finance $105900

Acupuncturists

4/10

AI will likely augment rather than replace acupuncture practice. Advanced diagnostic tools and treatment recommendation systems could enhance …

Healthcare $87040

Adhesive Bonding Machine Operators and Tenders

8/10

AI and advanced robotics are increasingly capable of performing precise, repetitive bonding tasks with higher consistency and lower error rates than …

Manufacturing $37480

Administrative Law Judges, Adjudicators, and Hearing Officers

6/10

AI technologies will transform this occupation by automating routine administrative tasks, document processing, and initial case screening. Advanced …

Government & Public Administration $102030

Administrative Services Managers

7/10

AI will significantly transform administrative services management by automating scheduling, document processing, resource allocation, and performance …

Professional & Scientific Services $98890

Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors

6/10

AI will transform this occupation by providing personalized learning platforms, adaptive curriculum design, and language translation technologies. …

Education & Training $54490

Advertising and Promotions Managers

7/10

AI will significantly transform advertising management by automating data-driven insights, audience segmentation, and predictive campaign performance …

Media & Entertainment $135900

Advertising Sales Agents

7/10

AI technologies are rapidly transforming advertising sales by enabling more precise audience targeting, predictive analytics, and automated …

Media & Entertainment $54940

Aerospace Engineering and Operations Technologists and Technicians

7/10

AI will transform aerospace technician roles by automating repetitive technical tasks, enhancing design and simulation processes, and enabling more …

Professional & Scientific Services $73480

Aerospace Engineers

7/10

AI will transform aerospace engineering by enhancing design processes, enabling more sophisticated computational modeling, and accelerating simulation …

Professional & Scientific Services $122270

Agents and Business Managers of Artists, Performers, and Athletes

6/10

AI will significantly transform this role by providing advanced data analytics, predictive modeling for career opportunities, and automated contract …

Media & Entertainment $82430

Agricultural Engineers

7/10

AI will dramatically transform agricultural engineering through advanced modeling, predictive analytics, and autonomous system design. Machine …

Agriculture, Forestry & Fishing $84430

Agricultural Equipment Operators

7/10

Agricultural equipment operation is increasingly being transformed by AI-driven technologies like autonomous tractors, precision farming systems, and …

Agriculture, Forestry & Fishing $41930

Agricultural Inspectors

6/10

AI and robotics will increasingly augment agricultural inspection through advanced imaging, machine learning, and automated data analysis. Drones, …

Agriculture, Forestry & Fishing $68090

Agricultural Sciences Teachers, Postsecondary

6/10

AI will transform agricultural science education through advanced simulation, personalized learning platforms, and research data analysis. While core …

Education & Training $92260

Agricultural Technicians

7/10

Agricultural technicians will experience significant AI transformation through automated sensing technologies, drone monitoring, and precision data …

Agriculture, Forestry & Fishing $52260

Agricultural Workers, All Other

7/10

AI and robotics are rapidly transforming agricultural labor through autonomous machinery, drone monitoring, and precision farming techniques. These …

Agriculture, Forestry & Fishing $29160

Air Traffic Controllers

7/10

AI technologies are increasingly capable of processing complex spatial and temporal data, which are core to air traffic management. Advanced machine …

Transportation & Logistics $130420

Aircraft Cargo Handling Supervisors

6/10

AI and robotics will significantly transform aircraft cargo handling by introducing autonomous loading systems, predictive logistics algorithms, and …

Transportation & Logistics $58360

Aircraft Mechanics and Service Technicians

6/10

AI will significantly transform aircraft maintenance through advanced diagnostic systems, predictive maintenance algorithms, and augmented reality …

Transportation & Logistics $68190

Aircraft Service Attendants

6/10

AI and robotics will increasingly handle baggage handling, scheduling, and passenger routing tasks. Advanced AI systems could manage many logistical …

Transportation & Logistics $45680

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

7/10

AI and advanced robotics will increasingly handle complex assembly tasks with greater precision and consistency. Machine vision systems and robotic …

Manufacturing $47500

Airfield Operations Specialists

6/10

AI will increasingly support airfield operations through advanced predictive analytics, automated traffic management systems, and intelligent …

Transportation & Logistics $62840

Airline Pilots, Copilots, and Flight Engineers

7/10

AI will significantly transform airline piloting through advanced autonomous flight management systems, predictive maintenance algorithms, and …

Transportation & Logistics $130440

Ambulance Drivers and Attendants, Except Emergency Medical Technicians

6/10

AI and autonomous vehicle technologies will likely transform this occupation by introducing self-driving ambulances and advanced route optimization …

Healthcare $38020

Amusement and Recreation Attendants

4/10

AI will partially transform this role through automated scheduling, customer management systems, and predictive maintenance technologies. Some routine …

Media & Entertainment $27520

Anesthesiologists

7/10

AI will significantly augment anesthesiology through advanced patient risk assessment, personalized drug dosing algorithms, and real-time …

Healthcare $331190

Animal Breeders

6/10

AI technologies are increasingly capable of analyzing genetic data, predicting breeding outcomes, and optimizing reproductive strategies. Machine …

Agriculture, Forestry & Fishing $62340

Animal Caretakers

4/10

AI will likely augment animal caretaking through advanced monitoring technologies, predictive health tracking, and automated administrative tasks. …

Agriculture, Forestry & Fishing $28600

Animal Control Workers

4/10

AI will likely augment animal control work through advanced tracking, predictive analytics for animal behavior, and automated reporting systems. While …

Government & Public Administration $38550

Animal Scientists

6/10

AI will significantly transform animal science by enabling more sophisticated genetic research, predictive breeding models, and large-scale data …

Agriculture, Forestry & Fishing $82040

Animal Trainers

3/10

AI will likely assist animal trainers through data analysis, behavior prediction, and training optimization tools, but cannot replace the core …

Agriculture, Forestry & Fishing $32700

Anthropologists and Archeologists

6/10

AI will transform anthropological and archeological research by enabling faster data processing, advanced pattern recognition in archaeological sites, …

Professional & Scientific Services $66130

Anthropology and Archeology Teachers, Postsecondary

6/10

AI will significantly transform postsecondary teaching in anthropology and archeology by enhancing research capabilities, providing advanced data …

Education & Training $84090

Arbitrators, Mediators, and Conciliators

6/10

AI will transform this occupation by providing advanced data analysis, predictive modeling of dispute outcomes, and preliminary case assessment. While …

Professional & Scientific Services $66130

Architects, Except Landscape and Naval

7/10

AI will dramatically transform architectural practice through advanced generative design tools, automated drafting, and predictive modeling. …

Arts, Design & Architecture $82320

Architectural and Civil Drafters

8/10

AI and generative design technologies are rapidly advancing in architectural and engineering fields, enabling automated creation of precise technical …

Arts, Design & Architecture $59100

Architectural and Engineering Managers

7/10

AI will significantly transform architectural and engineering management by providing advanced predictive analytics, automated design optimization, …

Arts, Design & Architecture $159920

Architecture Teachers, Postsecondary

6/10

AI will significantly transform architectural education by providing advanced visualization, simulation, and design generation tools. While core …

Education & Training $84870

Archivists

6/10

AI will significantly transform archival work by automating routine document processing, metadata extraction, and digital preservation tasks. Machine …

Information & Library Sciences $52840

Area, Ethnic, and Cultural Studies Teachers, Postsecondary

5/10

AI will transform postsecondary teaching by providing advanced research tools, personalized learning platforms, and adaptive curriculum design. While …

Education & Training $75370

Art Directors

7/10

AI will significantly transform art direction by providing advanced generative design tools, rapid prototyping, and predictive trend analysis. AI can …

Arts, Design & Architecture $97520

Art, Drama, and Music Teachers, Postsecondary

6/10

AI will significantly transform postsecondary arts education by providing advanced learning platforms, personalized feedback, and adaptive curriculum …

Education & Training $75420

Artists and Related Workers, All Other

8/10

AI technologies are rapidly advancing in creative domains, with machine learning models capable of generating sophisticated artwork, designs, and …

Arts, Design & Architecture $52550

Astronomers

7/10

AI will dramatically transform astronomical research by enabling faster data processing, complex simulation modeling, and pattern recognition in …

Professional & Scientific Services $128160

Athletes and Sports Competitors

3/10

AI will primarily impact athletes through performance analytics, training optimization, and injury prevention technologies. While AI can provide …

Media & Entertainment $75000

Athletic Trainers

4/10

AI will likely enhance athletic training through advanced diagnostic tools, predictive injury prevention algorithms, and personalized treatment …

Healthcare $53840

Atmospheric and Space Scientists

7/10

AI will significantly transform atmospheric and space science by enhancing data processing, climate modeling, and predictive analytics. Machine …

Professional & Scientific Services $95380

Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary

6/10

AI will significantly transform postsecondary science teaching through advanced research tools, personalized learning platforms, and intelligent …

Education & Training $95490

Audio and Video Technicians

7/10

AI technologies are rapidly transforming audio and video technical work through advanced editing algorithms, automated production tools, and …

Media & Entertainment $55000

Audiologists

5/10

AI will likely augment rather than replace audiologists, with advanced diagnostic tools and machine learning algorithms assisting in hearing …

Healthcare $81030

Audiovisual Equipment Installers and Repairers

6/10

AI and robotics will incrementally transform this occupation through advanced diagnostic tools, predictive maintenance algorithms, and remote …

Media & Entertainment $49840

Automotive and Watercraft Service Attendants

7/10

AI and robotics will significantly transform service attendant roles through autonomous inspection, predictive maintenance, and automated servicing …

Transportation & Logistics $36540

Automotive Body and Related Repairers

6/10

AI will significantly transform automotive body repair through advanced diagnostic systems, precision measurement tools, and predictive damage …

Transportation & Logistics $47690

Automotive Glass Installers and Repairers

4/10

AI and robotic technologies will likely augment rather than fully replace automotive glass installation and repair work. Potential assistance includes …

Transportation & Logistics $47810

Automotive Service Technicians and Mechanics

7/10

AI will significantly transform automotive service through advanced diagnostic tools, predictive maintenance systems, and automated scanning …

Transportation & Logistics $46880

Avionics Technicians

7/10

AI and advanced diagnostic technologies will increasingly support avionics technicians by providing predictive maintenance insights, automated fault …

Transportation & Logistics $72500

Baggage Porters and Bellhops

6/10

AI and robotics are increasingly capable of handling luggage transportation and tracking. Autonomous robots could manage baggage handling in hotels …

Hospitality & Tourism $27070

Bailiffs

6/10

AI technologies could significantly transform bailiff roles through enhanced monitoring systems, predictive risk assessment, and administrative …

Government & Public Administration $47920

Bakers

6/10

AI and robotics will increasingly automate standardized baking processes, ingredient measurement, and production line tasks. Advanced machine learning …

Hospitality & Tourism $29460

Barbers

4/10

AI and robotics will likely augment rather than replace barbers, with potential for advanced digital consultation tools, personalized style …

Professional & Scientific Services $35990

Bartenders

6/10

AI will transform bartending through advanced inventory management, predictive ordering, and customer interaction tracking. While core social …

Hospitality & Tourism $26350

Bicycle Repairers

4/10

AI will incrementally transform bicycle repair through diagnostic tools, predictive maintenance recommendations, and digital repair guidance. Advanced …

Professional & Scientific Services $38350

Bill and Account Collectors

8/10

Bill and account collection involves repetitive tasks like contact tracking, payment reminders, and debt negotiation that are increasingly automatable …

Finance $38460

Billing and Posting Clerks

8/10

Billing and posting clerks perform highly standardized, rule-based administrative tasks that are prime candidates for AI and robotic process …

Finance $42180

Biochemists and Biophysicists

7/10

AI will dramatically transform biochemistry and biophysics research by accelerating data processing, predictive modeling, and pattern recognition. …

Professional & Scientific Services $94270

Bioengineers and Biomedical Engineers

7/10

AI will substantially transform bioengineering by accelerating research, design, and simulation processes. Machine learning algorithms will enable …

Healthcare $97410

Biological Science Teachers, Postsecondary

6/10

AI will significantly transform postsecondary biological science teaching by providing advanced research tools, personalized learning platforms, and …

Education & Training $87960

Biological Scientists, All Other

6/10

AI will significantly transform biological research by accelerating data processing, predictive modeling, and pattern recognition. Machine learning …

Professional & Scientific Services $82220

Biological Technicians

6/10

AI will significantly transform biological technician roles by automating routine data collection, analysis, and documentation tasks. Advanced machine …

Professional & Scientific Services $48140

Boilermakers

6/10

AI and robotics will incrementally transform boilermaker work through advanced design, simulation, and precision fabrication technologies. While full …

Construction & Extraction $67510

Bookkeeping, Accounting, and Auditing Clerks

8/10

AI and advanced accounting software are rapidly transforming bookkeeping by automating routine data processing, transaction categorization, and …

Finance $45560

Brickmasons and Blockmasons

4/10

AI and robotic technologies will incrementally augment brickmason work through design assistance, precision measurement, and potentially some …

Construction & Extraction $56990

Bridge and Lock Tenders

7/10

Bridge and lock tending involves monitoring, controlling, and managing maritime infrastructure with predictable operational protocols. AI and advanced …

Transportation & Logistics $48480

Broadcast Announcers and Radio Disc Jockeys

7/10

AI technologies are increasingly capable of generating human-like speech, creating personalized content, and managing broadcast schedules. While human …

Media & Entertainment $41950

Broadcast Technicians

7/10

AI is rapidly transforming broadcast technology through automated production, real-time video processing, and intelligent signal management. Machine …

Media & Entertainment $52340

Brokerage Clerks

8/10

Brokerage clerks perform repetitive administrative tasks involving data entry, transaction processing, and record maintenance. AI and machine learning …

Finance $45760

Budget Analysts

7/10

Budget analysis involves repetitive financial modeling, data processing, and predictive calculations that AI can perform with increasing accuracy. …

Finance $82260

Building Cleaning Workers, All Other

7/10

Building cleaning is increasingly susceptible to AI and robotic automation. Advanced robotic systems can now perform complex cleaning tasks with …

Professional & Scientific Services $29180

Bus and Truck Mechanics and Diesel Engine Specialists

7/10

AI technologies are increasingly capable of performing complex diagnostic assessments and predictive maintenance tasks. Advanced sensor systems and …

Transportation & Logistics $52090

Bus Drivers, School

7/10

School bus driving is likely to be significantly transformed by AI and autonomous vehicle technologies. While complete human replacement may take …

Transportation & Logistics $45370

Bus Drivers, Transit and Intercity

7/10

AI and autonomous vehicle technologies are rapidly advancing, with significant potential to transform bus driving roles. While complete replacement …

Transportation & Logistics $47500

Business Operations Specialists, All Other

7/10

Business operations specialists perform tasks involving data analysis, process improvement, and strategic planning, which are increasingly amenable to …

Professional & Scientific Services $76500

Business Teachers, Postsecondary

6/10

AI will significantly transform business education by providing personalized learning experiences, generating curriculum content, and offering …

Education & Training $84480

Butchers and Meat Cutters

6/10

AI and robotic technologies are increasingly capable of precision cutting and portioning, with computer vision systems able to analyze meat quality …

Retail $36640

Buyers and Purchasing Agents

7/10

AI will fundamentally transform purchasing by automating routine price comparisons, supplier evaluations, and contract negotiations. Machine learning …

Retail $67600

Cabinetmakers and Bench Carpenters

6/10

AI and robotic technologies will increasingly augment cabinetmaking through design optimization, precision cutting, and automated machining. While …

Manufacturing $48260

Calibration Technologists and Technicians

7/10

AI and advanced sensing technologies will increasingly perform routine calibration tasks with high accuracy. Machine learning algorithms can analyze …

Manufacturing $57490

Camera and Photographic Equipment Repairers

7/10

AI and advanced diagnostic technologies will increasingly be able to analyze complex electronic camera systems, identify failures, and potentially …

Professional & Scientific Services $45210

Camera Operators, Television, Video, and Film

7/10

AI technologies are rapidly transforming camera operation through advanced automated tracking, computational cinematography, and intelligent framing …

Media & Entertainment $62470

Captains, Mates, and Pilots of Water Vessels

7/10

AI and autonomous technologies are rapidly advancing in maritime navigation, with significant potential to transform vessel operations. Advanced …

Transportation & Logistics $89740

Cardiologists

7/10

AI will significantly transform cardiology by enhancing diagnostic accuracy, predictive modeling, and treatment planning through advanced machine …

Healthcare $425000

Cardiovascular Technologists and Technicians

6/10

AI will significantly transform cardiovascular technology through advanced diagnostic imaging, predictive analytics, and automated screening …

Healthcare $78290

Career/Technical Education Teachers, Middle School

6/10

AI will transform middle school technical education by providing adaptive learning platforms, personalized curriculum recommendations, and advanced …

Education & Training $61660

Career/Technical Education Teachers, Postsecondary

6/10

AI will significantly transform postsecondary technical education by enabling more personalized, adaptive learning experiences. While AI can assist …

Education & Training $63310

Career/Technical Education Teachers, Secondary School

6/10

AI will significantly transform career/technical education teaching by providing personalized learning experiences, automated grading, and adaptive …

Education & Training $62870

Cargo and Freight Agents

7/10

AI and machine learning technologies are increasingly capable of handling complex logistics tracking, route optimization, and documentation processes. …

Transportation & Logistics $47570

Carpenters

6/10

AI and robotics will increasingly assist carpenters through design optimization, precision measurement, and automated cutting/fabrication …

Construction & Extraction $51390

Carpet Installers

4/10

AI will incrementally transform carpet installation through advanced measurement technologies, design visualization, and predictive planning tools. …

Construction & Extraction $47500

Cartographers and Photogrammetrists

7/10

AI and advanced machine learning technologies are increasingly capable of processing satellite imagery, terrain data, and geographic information with …

Professional & Scientific Services $68900

Cashiers

9/10

Cashier roles are highly susceptible to automation due to predictable transaction workflows and emerging technologies like self-checkout kiosks, …

Retail $25020

Cement Masons and Concrete Finishers

4/10

AI and robotics will gradually augment cement mason work through advanced measurement tools, predictive planning, and semi-autonomous equipment. …

Construction & Extraction $47810

Chefs and Head Cooks

6/10

AI will transform culinary work through advanced recipe generation, predictive inventory systems, and kitchen workflow optimization. Machine learning …

Hospitality & Tourism $56520

Chemical Engineers

7/10

AI will significantly transform chemical engineering by automating routine design tasks, process modeling, and data analysis. Advanced machine …

Manufacturing $105550

Chemical Equipment Operators and Tenders

8/10

Chemical equipment operation involves numerous routine, rule-based tasks that can be effectively managed by AI and robotic systems. Advanced sensors, …

Manufacturing $62040

Chemical Plant and System Operators

8/10

Chemical plant operations involve complex but structured processes that are increasingly amenable to AI-driven monitoring, predictive maintenance, and …

Manufacturing $67240

Chemical Technicians

7/10

AI and advanced robotics will significantly transform chemical technician roles by automating data collection, analysis, and routine experimental …

Professional & Scientific Services $77360

Chemistry Teachers, Postsecondary

6/10

AI will significantly transform postsecondary chemistry teaching by providing adaptive learning technologies, generating curriculum materials, and …

Education & Training $79640

Chemists

7/10

AI will dramatically transform chemical research by accelerating computational modeling, molecular design, and data interpretation. Machine learning …

Professional & Scientific Services $82550

Chief Executives

7/10

AI will dramatically transform executive roles by providing advanced predictive analytics, strategic scenario modeling, and real-time performance …

Professional & Scientific Services $213020

Child, Family, and School Social Workers

4/10

AI will primarily augment rather than replace social workers by providing data analysis, predictive risk assessment, and administrative support. …

Healthcare $50470

Childcare Workers

3/10

While AI may assist with administrative tasks and monitoring, childcare fundamentally requires human empathy, emotional responsiveness, and adaptive …

Education & Training $27490

Chiropractors

5/10

AI will transform chiropractic practice by enhancing diagnostic capabilities through advanced imaging analysis and predictive health modeling. Machine …

Healthcare $75000

Choreographers

5/10

AI will transform choreography through motion capture, algorithmic movement generation, and predictive design tools. While core creative processes …

Media & Entertainment $48420

Civil Engineering Technologists and Technicians

7/10

AI will significantly transform civil engineering technician roles by automating routine design, drafting, and computational tasks. Advanced machine …

Construction & Extraction $58320

Civil Engineers

6/10

AI will significantly transform civil engineering through advanced design modeling, predictive simulation, and automated analysis of infrastructure …

Construction & Extraction $88570

Claims Adjusters, Examiners, and Investigators

8/10

AI technologies can significantly streamline claims processing by rapidly analyzing documentation, assessing damage, and detecting potential fraud …

Finance $72040

Cleaners of Vehicles and Equipment

7/10

Vehicle and equipment cleaning is a prime candidate for automation due to its structured, repetitive nature. Advanced robotic systems with computer …

Transportation & Logistics $28340

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

8/10

AI and advanced robotics are well-suited to replace human operators in cleaning and metal pickling processes. Machine learning can optimize equipment …

Manufacturing $37640

Clergy

4/10

AI will primarily augment rather than replace clergy roles, offering support in administrative tasks, sermon preparation, and pastoral care …

Professional & Scientific Services $52390

Clinical and Counseling Psychologists

4/10

AI will likely support psychological practice through advanced diagnostic tools, predictive analytics for mental health risks, and personalized …

Healthcare $82180

Clinical Laboratory Technologists and Technicians

7/10

AI technologies are increasingly capable of processing complex laboratory data, analyzing medical images, and performing pattern recognition in …

Healthcare $57800

Coaches and Scouts

6/10

AI will significantly transform coaching through advanced performance analytics, predictive modeling, and data-driven training strategies. Machine …

Media & Entertainment $67430

Coating, Painting, and Spraying Machine Setters, Operators, and Tenders

8/10

AI and advanced robotics can increasingly handle complex painting and coating processes with higher precision and consistency than human workers. …

Manufacturing $38940

Coil Winders, Tapers, and Finishers

8/10

Coil winding involves highly repetitive, precise manufacturing tasks that are ideal for robotic automation. Advanced machine learning and computer …

Manufacturing $37640

Coin, Vending, and Amusement Machine Servicers and Repairers

7/10

AI and robotics will increasingly enable automated diagnostic systems and predictive maintenance for vending and amusement machines. Advanced sensors …

Professional & Scientific Services $42370

Commercial and Industrial Designers

7/10

AI will significantly transform commercial and industrial design by enabling faster conceptualization, more sophisticated generative design …

Arts, Design & Architecture $68590

Commercial Divers

4/10

Commercial diving involves complex physical tasks and situational adaptability that currently resist complete automation. AI and robotics will likely …

Construction & Extraction $54600

Commercial Pilots

7/10

Commercial aviation is increasingly adopting AI technologies for flight management, route optimization, and predictive maintenance. Advanced AI …

Transportation & Logistics $93300

Communications Equipment Operators, All Other

7/10

AI technologies can increasingly manage complex communication routing, signal processing, and network management tasks traditionally performed by …

Technology $47230

Communications Teachers, Postsecondary

6/10

AI technologies will significantly transform postsecondary communications teaching by providing advanced content generation, personalized learning …

Education & Training $75000

Community and Social Service Specialists, All Other

5/10

AI will likely transform this role through enhanced data analysis, predictive modeling for social service needs, and administrative task automation. …

Healthcare $47520

Community Health Workers

5/10

AI will likely transform community health worker roles by providing advanced data analysis, predictive health risk modeling, and personalized …

Healthcare $48860

Compensation and Benefits Managers

7/10

AI will significantly transform compensation management through advanced analytics, personalized compensation modeling, and predictive workforce …

Professional & Scientific Services $134180

Compensation, Benefits, and Job Analysis Specialists

7/10

AI will dramatically transform this role by automating routine data collection, analysis, and benchmarking tasks. Machine learning algorithms can …

Professional & Scientific Services $67870

Compliance Officers

7/10

AI will significantly transform compliance work by automating routine monitoring, risk assessment, and documentation tasks. Machine learning …

Finance $86990

Computer and Information Research Scientists

7/10

Computer and Information Research Scientists are uniquely positioned in the AI ecosystem, simultaneously being potential creators and subjects of AI …

Technology $131490

Computer and Information Systems Managers

7/10

AI will significantly transform this role by automating routine management tasks, system monitoring, and predictive analytics. Managers will …

Technology $159010

Computer Hardware Engineers

6/10

AI will significantly transform computer hardware engineering by automating design optimization, simulation, and predictive modeling. Machine learning …

Technology $128170

Computer Network Architects

7/10

AI will significantly transform network architecture through automated design, predictive maintenance, and intelligent network optimization. Machine …

Technology $120520

Computer Network Support Specialists

7/10

AI will significantly transform network support by automating routine diagnostic tasks, ticket classification, and initial troubleshooting. Machine …

Technology $65450

Computer Numerically Controlled Tool Operators

8/10

Computer Numerically Controlled Tool Operators work in manufacturing environments performing programmed machine operations. AI and advanced robotics …

Manufacturing $42510

Computer Numerically Controlled Tool Programmers

8/10

AI and advanced machine learning algorithms are increasingly capable of generating complex CNC tool path programming with greater efficiency and …

Manufacturing $56980

Computer Occupations, All Other

8/10

This category encompasses diverse technology roles that are inherently digital and data-driven, making them highly susceptible to AI transformation. …

Technology $95160

Computer Programmers

8/10

AI technologies are rapidly advancing in code generation and software development, with tools like GitHub Copilot and GPT-based coding assistants …

Technology $93000

Computer Science Teachers, Postsecondary

7/10

AI will significantly transform postsecondary computer science teaching by providing advanced adaptive learning tools, automated grading systems, and …

Education & Training $87140

Computer Systems Analysts

8/10

Computer Systems Analysts are likely to experience significant AI transformation, with AI tools increasingly capable of performing complex systems …

Technology $90430

Computer User Support Specialists

7/10

AI will dramatically transform computer user support by automating initial triage, basic troubleshooting, and routine technical interactions. Advanced …

Technology $55510

Computer, Automated Teller, and Office Machine Repairers

7/10

AI and advanced robotics are increasingly capable of diagnosing complex machine failures and performing precise repair tasks. Machine learning …

Technology $47040

Concierges

6/10

AI will significantly transform concierge services through advanced digital booking, personalized recommendation algorithms, and automated …

Hospitality & Tourism $35050

Conservation Scientists

6/10

AI will significantly transform conservation science by enhancing data collection, predictive modeling, and environmental monitoring. Machine learning …

Government & Public Administration $67460

Construction and Building Inspectors

6/10

AI will transform construction inspection through advanced imaging, predictive analytics, and automated documentation. Machine learning models can …

Construction & Extraction $62400

Construction Laborers

6/10

AI and robotic technologies are progressively developing capabilities to handle repetitive physical tasks in construction. Advanced sensing, machine …

Construction & Extraction $38080

Construction Managers

7/10

AI will significantly transform construction management by providing advanced predictive analytics, real-time project monitoring, and automated risk …

Construction & Extraction $98890

Continuous Mining Machine Operators

7/10

Continuous mining machine operations involve repetitive, structured tasks that are increasingly susceptible to AI and robotic automation. Advanced …

Construction & Extraction $56320

Control and Valve Installers and Repairers, Except Mechanical Door

6/10

AI and robotic technologies will increasingly support precision diagnostics, predictive maintenance, and installation procedures. Advanced sensors and …

Manufacturing $58990

Conveyor Operators and Tenders

8/10

Conveyor operators perform routine, repetitive tasks that are increasingly manageable by robotic systems and AI-powered machinery. Advanced computer …

Transportation & Logistics $35620

Cooks, All Other

7/10

AI and robotics are increasingly capable of performing precise cooking tasks, temperature control, ingredient measurement, and recipe execution. …

Hospitality & Tourism $48460

Cooks, Fast Food

8/10

Fast food cooking involves highly structured, repeatable tasks that are increasingly being automated through robotic kitchen systems and AI-powered …

Hospitality & Tourism $25490

Cooks, Institution and Cafeteria

7/10

AI and robotic systems are increasingly capable of performing standardized cooking tasks in institutional settings. Advanced computer vision, …

Hospitality & Tourism $35190

Cooks, Private Household

6/10

Private household cooks will experience significant technological transformation through AI-powered kitchen appliances and recipe optimization …

Hospitality & Tourism $45000

Cooks, Restaurant

6/10

Restaurant cooking involves complex sensory tasks and creative food preparation that resist full automation. However, AI and robotics will …

Hospitality & Tourism $47520

Cooks, Short Order

7/10

Short order cooking involves repetitive tasks and standardized recipes that are increasingly amenable to robotic and AI-guided preparation. Advanced …

Hospitality & Tourism $29350

Cooling and Freezing Equipment Operators and Tenders

7/10

AI and advanced sensor technologies can increasingly monitor temperature, equipment performance, and maintenance needs with greater precision and …

Manufacturing $36750

Correctional Officers and Jailers

6/10

AI will significantly transform correctional work through advanced monitoring technologies, predictive risk assessment, and administrative automation. …

Government & Public Administration $47920

Correspondence Clerks

8/10

Correspondence clerks handle repetitive written communication tasks that are increasingly being managed by AI language models and robotic process …

Professional & Scientific Services $42500

Cost Estimators

7/10

Cost estimation involves complex data analysis, pattern recognition, and predictive modeling - areas where AI excels. Machine learning algorithms can …

Construction & Extraction $68040

Costume Attendants

3/10

AI will primarily assist costume attendants through digital design tools, inventory management, and recommendation systems. However, the hands-on …

Media & Entertainment $38270

Counselors, All Other

6/10

AI will significantly transform counseling through advanced diagnostic tools, predictive analytics, and automated initial screening. Machine learning …

Healthcare $47660

Counter and Rental Clerks

7/10

Counter and rental clerks perform numerous repetitive tasks that can be efficiently handled by AI and automated systems. Customer service …

Retail $29660

Couriers and Messengers

7/10

AI and autonomous technologies are rapidly transforming courier and messenger services through advanced routing algorithms, drone delivery, and …

Transportation & Logistics $32020

Court Reporters and Simultaneous Captioners

7/10

AI and advanced speech recognition technologies are rapidly improving in accuracy and speed, making significant inroads into transcription and …

Government & Public Administration $62500

Court, Municipal, and License Clerks

7/10

AI technologies are increasingly capable of handling structured administrative tasks like data entry, record management, and basic document …

Government & Public Administration $45110

Craft Artists

6/10

AI will significantly transform craft artistry by providing generative design tools, computational creativity support, and rapid prototyping …

Arts, Design & Architecture $49960

Crane and Tower Operators

7/10

AI and robotic technologies are increasingly capable of managing complex spatial movements and load handling. Advanced computer vision, machine …

Construction & Extraction $62500

Credit Analysts

8/10

Credit analysis involves extensive data processing, pattern recognition, and risk assessment, which are precisely the domains where AI excels. …

Finance $86170

Credit Authorizers, Checkers, and Clerks

8/10

Credit authorization roles involve processing standardized financial transactions and verifying information against predefined criteria, which are …

Finance $45760

Credit Counselors

7/10

AI will significantly transform credit counseling by automating risk assessment, financial analysis, and personalized recommendation generation. …

Finance $47500

Crematory Operators

4/10

AI and robotic technologies could potentially assist with precise cremation process monitoring, temperature control, and documentation. Advanced …

Professional & Scientific Services $45210

Criminal Justice and Law Enforcement Teachers, Postsecondary

6/10

AI will significantly transform postsecondary teaching by providing advanced curriculum design tools, personalized learning platforms, and research …

Education & Training $$75,430

Crossing Guards and Flaggers

4/10

While AI and robotic technologies could potentially assist crossing guards through enhanced monitoring and traffic management systems, the core …

Government & Public Administration $32020

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

8/10

Machine operations in manufacturing are prime candidates for AI and robotic automation. Advanced sensors, computer vision, and precision robotic …

Manufacturing $37640

Curators

6/10

AI will transform curatorial work by automating routine documentation, collection tracking, and preliminary research. Advanced machine learning could …

Information & Library Sciences $52140

Customer Service Representatives

8/10

Customer service roles are prime candidates for AI transformation, with chatbots and intelligent virtual agents increasingly capable of handling …

Customer Service $38180

Cutters and Trimmers, Hand

7/10

Hand cutting and trimming jobs are highly susceptible to AI and robotic automation. Advanced computer vision systems and precision robotic arms can …

Manufacturing $28450

Cutting and Slicing Machine Setters, Operators, and Tenders

8/10

AI and advanced robotics are increasingly capable of performing precise cutting and slicing tasks with greater consistency and accuracy than human …

Manufacturing $37480

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

8/10

AI and advanced robotics are rapidly developing capabilities to perform precise cutting, punching, and pressing tasks with greater consistency and …

Manufacturing $42580

Dancers

4/10

AI will likely augment dance through motion capture, choreography generation, and performance analysis tools. Advanced AI could assist in creating …

Media & Entertainment $37000

Data Entry Keyers

9/10

Data entry jobs are prime candidates for complete automation due to the structured, predictable nature of inputting information. Advanced OCR, machine …

Professional & Scientific Services $36100

Data Scientists

8/10

Data Science is uniquely positioned at the intersection of AI development and application. AI technologies will dramatically transform data science …

Technology $103500

Database Administrators

7/10

AI will dramatically transform database administration by automating routine monitoring, performance tuning, and security tasks. Machine learning …

Technology $98860

Database Architects

7/10

AI will significantly transform database architecture by automating schema design, performance optimization, and query generation. Machine learning …

Technology $101000

Demonstrators and Product Promoters

7/10

AI technologies will transform product demonstration through advanced virtual reality, personalized recommendation algorithms, and real-time customer …

Retail $29870

Dental Assistants

6/10

AI will significantly transform dental assisting through advanced diagnostic imaging, digital record management, and predictive treatment planning. …

Healthcare $38660

Dental Hygienists

4/10

AI will likely augment dental hygiene work through advanced diagnostic tools, treatment planning algorithms, and predictive health modeling. While …

Healthcare $78100

Dental Laboratory Technicians

7/10

AI and advanced digital technologies will dramatically transform dental laboratory work, particularly in design, modeling, and precision …

Healthcare $47090

Dentists, All Other Specialists

6/10

AI will significantly transform dental specialist practices through advanced diagnostic imaging, treatment planning, and predictive analysis. Machine …

Healthcare $208

Dentists, General

6/10

AI will significantly transform dental practice through advanced diagnostic imaging, treatment planning, and predictive analytics. Machine learning …

Healthcare $159200

Dermatologists

6/10

AI will significantly transform dermatology through advanced diagnostic imaging, lesion classification, and predictive risk assessment. Machine …

Healthcare $324000

Derrick Operators, Oil and Gas

7/10

AI and robotics are increasingly capable of managing complex drilling and extraction monitoring tasks. Advanced sensors, predictive maintenance …

Energy & Utilities $54490

Designers, All Other

7/10

AI technologies are increasingly capable of generating design concepts, rendering graphics, and providing rapid prototyping. While AI can handle …

Arts, Design & Architecture $56590

Desktop Publishers

8/10

Desktop publishing is highly susceptible to AI disruption as machine learning algorithms can now generate professional layouts, select typography, and …

Media & Entertainment $45000

Detectives and Criminal Investigators

6/10

AI will significantly transform investigative processes by enhancing data processing, predictive analytics, and evidence analysis. Advanced machine …

Government & Public Administration $86940

Diagnostic Medical Sonographers

6/10

AI will significantly augment sonography by improving image analysis, detecting subtle anomalies, and providing real-time diagnostic insights. Machine …

Healthcare $77740

Dietetic Technicians

6/10

AI technologies will increasingly support dietetic technicians by automating nutritional assessment, meal planning, and data documentation. Machine …

Healthcare $62330

Dietitians and Nutritionists

6/10

AI will significantly transform dietetics by enabling hyper-personalized nutrition recommendations through advanced data analysis and predictive …

Healthcare $66450

Dining Room and Cafeteria Attendants and Bartender Helpers

7/10

AI and robotics are increasingly capable of performing routine food service tasks like cleaning, food preparation, table bussing, and basic customer …

Hospitality & Tourism $24960

Directors, Religious Activities and Education

4/10

AI will likely augment rather than replace roles in religious leadership, providing administrative and educational support tools. Technology could …

Professional & Scientific Services $55240

Disc Jockeys, Except Radio

7/10

AI technologies are increasingly capable of music selection, beat matching, and crowd analysis, which traditionally required human DJ skills. …

Media & Entertainment $47510

Dishwashers

7/10

Dishwashing involves repetitive, predictable tasks that are highly susceptible to robotic and AI-driven automation. Advanced kitchen robotics and …

Hospitality & Tourism $26220

Dispatchers, Except Police, Fire, and Ambulance

7/10

AI technologies are increasingly capable of managing complex routing, communication filtering, and real-time decision support. Natural language …

Transportation & Logistics $46000

Door-to-Door Sales Workers, News and Street Vendors, and Related Workers

7/10

AI technologies are increasingly capable of handling sales interactions, customer targeting, and route optimization. Digital platforms and …

Retail $28280

Drafters, All Other

8/10

AI technologies are rapidly advancing in computer-aided design, enabling automated generation of complex technical drawings and models. Machine …

Professional & Scientific Services $58080

Dredge Operators

6/10

AI and robotic technologies are increasingly capable of managing complex maritime and industrial equipment. Dredge operations involve systematic …

Construction & Extraction $48290

Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic

8/10

AI and advanced robotics are rapidly transforming manufacturing environments, with machine tool operations being prime candidates for automation. …

Manufacturing $45230

Driver/Sales Workers

8/10

Driver/Sales Workers are at significant risk of AI disruption through autonomous vehicle technologies and advanced routing/logistics algorithms. …

Transportation & Logistics $32020

Drywall and Ceiling Tile Installers

4/10

AI and robotics will incrementally transform this occupation through augmentation technologies rather than full replacement. Emerging AI tools will …

Construction & Extraction $48340

Earth Drillers, Except Oil and Gas

6/10

AI and robotic technologies are increasingly capable of performing complex geological drilling tasks with precision and efficiency. Advanced sensors, …

Construction & Extraction $56000

Economics Teachers, Postsecondary

7/10

AI will significantly transform postsecondary economics teaching through adaptive learning platforms, automated grading, personalized curriculum …

Education & Training $89990

Economists

7/10

AI will significantly transform economic research and analysis by automating data processing, statistical modeling, and trend identification. Machine …

Finance $105630

Editors

7/10

AI will significantly transform editing by automating routine tasks like grammar checking, style consistency, and initial content screening. Advanced …

Media & Entertainment $63400

Education Administrators, All Other

7/10

AI will significantly transform educational administration by automating routine paperwork, scheduling, budget tracking, and performance analytics. …

Education & Training $98490

Education Administrators, Kindergarten through Secondary

6/10

AI will significantly transform educational administration through automated reporting, predictive analytics, and personalized student management …

Education & Training $98490

Education Administrators, Postsecondary

6/10

AI will significantly transform postsecondary education administration by automating routine management tasks, reporting, scheduling, and data …

Education & Training $96910

Education and Childcare Administrators, Preschool and Daycare

6/10

AI will significantly transform administrative processes in preschool and daycare management through automated scheduling, enrollment tracking, …

Education & Training $98490

Education Teachers, Postsecondary

7/10

AI will significantly transform postsecondary education by providing personalized learning experiences, adaptive curriculum, and intelligent tutoring …

Education & Training $79640

Educational Instruction and Library Workers, All Other

6/10

AI will substantially transform support roles in educational settings by automating routine documentation, information retrieval, and administrative …

Education & Training $48960

Educational, Guidance, and Career Counselors and Advisors

6/10

AI will significantly transform this occupation by providing advanced data-driven career matching, personalized learning path recommendations, and …

Education & Training $60510

Electric Motor, Power Tool, and Related Repairers

6/10

AI will significantly transform this occupation through advanced diagnostic systems, predictive maintenance algorithms, and augmented reality repair …

Manufacturing $52260

Electrical and Electronic Engineering Technologists and Technicians

7/10

AI will significantly transform this occupation by automating routine technical tasks, diagnostic procedures, and design verification. Machine …

Technology $67550

Electrical and Electronics Drafters

8/10

AI and advanced CAD technologies are rapidly transforming electrical and electronics drafting by automating complex design tasks, generating optimized …

Technology $60000

Electrical and Electronics Installers and Repairers, Transportation Equipment

7/10

AI and advanced robotics are increasingly capable of performing complex diagnostic and repair tasks in transportation equipment. Machine learning …

Transportation & Logistics $62070

Electrical and Electronics Repairers, Commercial and Industrial Equipment

7/10

AI and advanced robotics are increasingly capable of performing complex diagnostic and repair tasks with high precision. Machine learning algorithms …

Manufacturing $62250

Electrical and Electronics Repairers, Powerhouse, Substation, and Relay

7/10

AI technologies are increasingly capable of complex diagnostic analysis and predictive maintenance in electrical systems. Advanced machine learning …

Energy & Utilities $72900

Electrical Engineers

7/10

AI will transform electrical engineering through advanced simulation, predictive design, and automated optimization tools. Machine learning algorithms …

Professional & Scientific Services $103390

Electrical Power-Line Installers and Repairers

6/10

AI will transform this occupation through advanced predictive maintenance, remote diagnostics, and augmented reality guidance systems. Drones and …

Energy & Utilities $75030

Electrical, Electronic, and Electromechanical Assemblers, Except Coil Winders, Tapers, and Finishers

8/10

This occupation involves systematic assembly of electrical and electronic components, which is highly susceptible to robotic and AI-driven automation. …

Manufacturing $37060

Electricians

6/10

AI and robotics will increasingly assist electricians through advanced diagnostic tools, augmented reality guidance, and predictive maintenance …

Construction & Extraction $60040

Electro-Mechanical and Mechatronics Technologists and Technicians

7/10

AI and advanced robotics will increasingly handle precision measurement, diagnostic analysis, and simulation tasks in electro-mechanical systems. …

Manufacturing $67550

Electronic Equipment Installers and Repairers, Motor Vehicles

7/10

AI and advanced diagnostic technologies will significantly transform this occupation by enabling more precise electronic system analysis, predictive …

Transportation & Logistics $48070

Electronics Engineers, Except Computer

7/10

AI will significantly transform electronics engineering by automating design simulations, circuit modeling, and performance optimization. Machine …

Technology $103390

Elementary School Teachers, Except Special Education

6/10

AI will transform elementary education by providing adaptive learning platforms, personalized curriculum recommendations, and advanced student …

Education & Training $61660

Elevator and Escalator Installers and Repairers

4/10

AI will augment rather than replace elevator and escalator technicians. Advanced diagnostic tools and predictive maintenance algorithms will enhance …

Construction & Extraction $88540

Eligibility Interviewers, Government Programs

7/10

AI technologies can increasingly handle initial screening, document verification, and eligibility determination through natural language processing …

Government & Public Administration $47410

Embalmers

4/10

AI will likely impact embalming through digital documentation, precision measurement tools, and potentially robotic assistance in preparation …

Professional & Scientific Services $47570

Emergency Management Directors

6/10

AI will significantly transform emergency management through advanced predictive analytics, real-time data processing, and scenario modeling. Machine …

Government & Public Administration $76250

Emergency Medical Technicians

6/10

AI will significantly transform EMT roles by providing real-time diagnostic support, predictive analytics for patient conditions, and enhanced …

Healthcare $38830

Emergency Medicine Physicians

6/10

AI will transform emergency medicine through advanced diagnostic support, predictive risk assessment, and triage optimization. Machine learning …

Healthcare $336639

Engine and Other Machine Assemblers

8/10

Machine assembly roles are prime candidates for AI and robotic automation due to the structured, repetitive nature of tasks. Advanced computer vision, …

Manufacturing $37480

Engineering Teachers, Postsecondary

6/10

AI will significantly transform engineering education by providing personalized learning pathways, automated grading, and intelligent tutoring …

Education & Training $104830

Engineering Technologists and Technicians, Except Drafters, All Other

7/10

AI technologies are increasingly capable of performing complex technical tasks that previously required human engineering technologists. Machine …

Professional & Scientific Services $67560

Engineers, All Other

7/10

AI will increasingly support engineering tasks through advanced simulation, predictive modeling, and optimization algorithms. Machine learning and …

Professional & Scientific Services $95000

English Language and Literature Teachers, Postsecondary

6/10

AI will significantly transform postsecondary teaching by providing advanced tools for curriculum design, personalized learning paths, and automated …

Education & Training $75970

Entertainers and Performers, Sports and Related Workers, All Other

6/10

AI will increasingly assist performers through digital enhancement, virtual performance technologies, and generative content creation. While core …

Media & Entertainment $52870

Entertainment and Recreation Managers, Except Gambling

6/10

AI will transform this role through advanced scheduling, predictive demand forecasting, customer experience personalization, and data-driven …

Media & Entertainment $96940

Entertainment Attendants and Related Workers, All Other

5/10

AI and automation technologies will partially transform this occupation by streamlining routine tasks like ticketing, scheduling, and basic customer …

Media & Entertainment $26340

Environmental Engineering Technologists and Technicians

6/10

AI will transform environmental engineering technician roles by automating data collection, analysis, and predictive modeling. Advanced sensors, …

Professional & Scientific Services $76540

Environmental Engineers

6/10

AI will significantly transform environmental engineering by enhancing data processing, predictive modeling, and simulation capabilities. Machine …

Professional & Scientific Services $96820

Environmental Science and Protection Technicians, Including Health

6/10

AI will significantly transform this occupation by automating data collection, sensor monitoring, and initial data analysis processes. Machine …

Professional & Scientific Services $76530

Environmental Science Teachers, Postsecondary

6/10

AI will significantly transform environmental science teaching by providing advanced research tools, personalized learning platforms, and automated …

Education & Training $84530

Environmental Scientists and Specialists, Including Health

6/10

AI will significantly transform environmental science by enhancing data collection, analysis, and predictive modeling. Machine learning algorithms can …

Professional & Scientific Services $76530

Epidemiologists

6/10

AI will significantly transform epidemiological research by accelerating data processing, predictive modeling, and pattern identification. Machine …

Healthcare $78830

Etchers and Engravers

7/10

AI and advanced manufacturing technologies are increasingly capable of performing intricate etching and engraving tasks with superior precision and …

Manufacturing $42340

Excavating and Loading Machine and Dragline Operators, Surface Mining

8/10

AI and robotic technologies are rapidly developing the capability to operate complex mining equipment with increasing precision and safety. Advanced …

Construction & Extraction $52750

Executive Secretaries and Executive Administrative Assistants

7/10

AI technologies are increasingly capable of handling complex administrative tasks through natural language processing, machine learning, and …

Professional & Scientific Services $62060

Exercise Physiologists

4/10

AI will likely augment rather than replace exercise physiologists by enhancing diagnostic capabilities, personalized program design, and performance …

Healthcare $54760

Exercise Trainers and Group Fitness Instructors

5/10

AI will transform fitness instruction through personalized workout recommendations, performance tracking, and virtual training platforms. While AI can …

Professional & Scientific Services $45380

Explosives Workers, Ordnance Handling Experts, and Blasters

4/10

AI and robotics will likely augment rather than replace these roles, with advanced sensing and predictive technologies enhancing safety and precision. …

Construction & Extraction $56340

Extraction Workers, All Other

7/10

AI and robotic technologies are increasingly capable of performing complex extraction tasks with greater precision and safety. Advanced sensors, …

Construction & Extraction $47630

Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic

8/10

AI and advanced robotics are increasingly capable of managing precision manufacturing tasks with minimal human intervention. Machine learning …

Manufacturing $47510

Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers

8/10

AI and advanced robotics can significantly transform this occupation by introducing automated machine setup, precision monitoring, and quality control …

Manufacturing $38750

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

8/10

Manufacturing machine operation roles are prime candidates for AI and robotic automation due to their structured, repetitive nature. Advanced computer …

Manufacturing $42480

Fabric and Apparel Patternmakers

7/10

AI technologies are increasingly capable of generating precise digital patterns using computational design and machine learning algorithms. Advanced …

Manufacturing $67540

Facilities Managers

7/10

AI will dramatically transform facilities management through predictive maintenance, real-time monitoring, and intelligent resource allocation. …

Professional & Scientific Services $98890

Fallers

6/10

AI and advanced robotics could significantly transform logging operations through autonomous machinery, precision cutting algorithms, and remote …

Agriculture, Forestry & Fishing $42030

Family and Consumer Sciences Teachers, Postsecondary

6/10

AI will transform postsecondary teaching by providing advanced curriculum design tools, personalized learning analytics, and adaptive instructional …

Education & Training $75000

Family Medicine Physicians

7/10

AI will significantly transform family medicine by providing advanced diagnostic support, predictive health analytics, and personalized treatment …

Healthcare $220000

Farm and Home Management Educators

6/10

AI will transform farm and home management education by providing advanced data analysis, personalized curriculum development, and interactive …

Education & Training $62450

Farm Equipment Mechanics and Service Technicians

7/10

AI and advanced sensor technologies will dramatically transform farm equipment maintenance through predictive diagnostics, real-time monitoring, and …

Agriculture, Forestry & Fishing $52180

Farm Labor Contractors

7/10

Farm labor contractors will experience significant transformation through AI-powered technologies like autonomous machinery, precision agriculture …

Agriculture, Forestry & Fishing $47500

Farmers, Ranchers, and Other Agricultural Managers

7/10

AI and robotics are transforming agricultural management through advanced technologies like autonomous tractors, drone crop monitoring, predictive …

Agriculture, Forestry & Fishing $72480

Farmworkers and Laborers, Crop, Nursery, and Greenhouse

7/10

AI and robotics are rapidly transforming agricultural labor through autonomous machinery, computer vision for crop monitoring, and precision …

Agriculture, Forestry & Fishing $29630

Farmworkers, Farm, Ranch, and Aquacultural Animals

7/10

AI and robotics are rapidly transforming agricultural labor through autonomous machinery, precision monitoring systems, and advanced data-driven …

Agriculture, Forestry & Fishing $36080

Fashion Designers

7/10

AI will dramatically transform fashion design by enabling rapid generative design, trend forecasting, and personalized style recommendations. …

Arts, Design & Architecture $75810

Fast Food and Counter Workers

8/10

Fast food and counter service jobs are highly susceptible to AI and robotic automation due to standardized processes and limited complex interpersonal …

Hospitality & Tourism $25490

Fence Erectors

4/10

AI and robotics will likely augment fence erection through enhanced design planning, material selection, and precision measurement technologies. …

Construction & Extraction $42580

Fiberglass Laminators and Fabricators

7/10

AI and advanced robotics will significantly transform fiberglass lamination and fabrication by introducing more precise, consistent, and efficient …

Manufacturing $38750

File Clerks

8/10

File clerks perform predominantly routine, rules-based tasks that are highly susceptible to AI and automation technologies. Advanced document …

Professional & Scientific Services $37500

Film and Video Editors

8/10

AI technologies are rapidly transforming video editing through advanced machine learning algorithms that can automate complex editing tasks, recognize …

Media & Entertainment $67370

Financial and Investment Analysts

8/10

AI will dramatically transform financial analysis by automating data collection, trend identification, and predictive modeling. Advanced machine …

Finance $95570

Financial Clerks, All Other

8/10

Financial clerks perform numerous repetitive tasks involving data entry, record keeping, and transaction processing that are prime candidates for AI …

Finance $45760

Financial Examiners

7/10

AI will significantly transform financial examination through advanced data analysis, risk assessment algorithms, and automated compliance monitoring. …

Finance $81430

Financial Managers

7/10

AI will dramatically transform financial management by automating routine analytical tasks, risk assessments, and reporting. Advanced machine learning …

Finance $131710

Financial Risk Specialists

8/10

Financial risk analysis involves complex data processing, statistical modeling, and predictive assessment - areas where AI systems are rapidly …

Finance $89340

Financial Specialists, All Other

8/10

AI technologies are increasingly capable of performing complex financial analysis, risk assessment, and predictive modeling with greater speed and …

Finance $75480

Fine Artists, Including Painters, Sculptors, and Illustrators

7/10

AI technologies are rapidly transforming artistic creation through generative models, style transfer, and computational design tools. While AI can …

Arts, Design & Architecture $52340

Fire Inspectors and Investigators

6/10

AI will increasingly support fire inspectors by automating data collection, pattern recognition, and risk assessment. Advanced machine learning models …

Government & Public Administration $64610

Firefighters

4/10

AI will primarily augment firefighting capabilities through advanced predictive analytics, risk assessment, and equipment monitoring rather than …

Government & Public Administration $55100

First-Line Supervisors of Construction Trades and Extraction Workers

6/10

AI will transform supervisory roles through advanced project tracking, predictive maintenance, safety monitoring, and real-time resource allocation. …

Construction & Extraction $68040

First-Line Supervisors of Correctional Officers

6/10

AI will transform correctional supervision through advanced monitoring technologies, predictive risk assessment, and administrative management …

Government & Public Administration $67600

First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services

5/10

AI will likely augment rather than replace supervisory roles by providing advanced scheduling, performance analytics, and predictive workforce …

Media & Entertainment $52520

First-Line Supervisors of Farming, Fishing, and Forestry Workers

6/10

AI will significantly transform this role through advanced monitoring technologies, predictive analytics for crop/resource management, and automated …

Agriculture, Forestry & Fishing $68090

First-Line Supervisors of Firefighting and Prevention Workers

4/10

AI will incrementally transform this role through advanced predictive analytics, risk assessment algorithms, and enhanced situational monitoring …

Government & Public Administration $98040

First-Line Supervisors of Food Preparation and Serving Workers

6/10

AI will significantly transform supervisory roles through advanced scheduling algorithms, performance tracking, and predictive workforce management. …

Hospitality & Tourism $56230

First-Line Supervisors of Gambling Services Workers

6/10

AI will transform gambling services supervision through advanced monitoring technologies, predictive analytics for customer behavior, and automated …

Hospitality & Tourism $62000

First-Line Supervisors of Housekeeping and Janitorial Workers

6/10

AI will increasingly transform supervisory roles through advanced workforce management software, predictive maintenance tracking, and performance …

Hospitality & Tourism $54010

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers

5/10

AI and robotics will increasingly support landscaping supervision through advanced route planning, equipment monitoring, and predictive maintenance. …

Agriculture, Forestry & Fishing $52350

First-Line Supervisors of Mechanics, Installers, and Repairers

7/10

AI technologies will significantly transform supervisory roles by providing real-time data analytics, predictive maintenance insights, and automated …

Professional & Scientific Services $102450

First-Line Supervisors of Non-Retail Sales Workers

7/10

AI will significantly transform sales supervision through advanced performance analytics, predictive workforce management, and automated reporting. …

Professional & Scientific Services $62040

First-Line Supervisors of Office and Administrative Support Workers

7/10

AI technologies will significantly transform supervisory roles by automating routine monitoring, performance tracking, and administrative …

Professional & Scientific Services $62010

First-Line Supervisors of Personal Service Workers

6/10

AI will increasingly support supervisory functions through advanced scheduling, performance analytics, and predictive workforce management tools. …

Professional & Scientific Services $62010

First-Line Supervisors of Police and Detectives

6/10

AI will significantly transform policing through advanced predictive analytics, automated reporting, and enhanced evidence processing. While core …

Government & Public Administration $91090

First-Line Supervisors of Production and Operating Workers

7/10

AI technologies are increasingly capable of real-time production monitoring, performance tracking, and predictive maintenance, which directly overlaps …

Manufacturing $62040

First-Line Supervisors of Protective Service Workers, All Other

6/10

AI will increasingly support supervisory functions through advanced monitoring, predictive analytics, and administrative task automation. While core …

Government & Public Administration $67290

First-Line Supervisors of Retail Sales Workers

6/10

AI will transform retail supervision through intelligent scheduling, performance analytics, inventory management, and predictive staffing algorithms. …

Retail $61480

First-Line Supervisors of Security Workers

6/10

AI will increasingly transform security supervision through advanced monitoring systems, predictive threat analysis, and automated reporting. While …

Professional & Scientific Services $68090

First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors

7/10

AI technologies will significantly transform supervisory roles in transportation and material moving, enabling more precise workforce management, …

Transportation & Logistics $62840

Fish and Game Wardens

5/10

AI will transform fish and game warden roles through advanced monitoring technologies, predictive analytics for wildlife management, and automated …

Government & Public Administration $57710

Flight Attendants

6/10

AI will transform flight attendant roles through enhanced safety monitoring, predictive passenger management, and personalized service technologies. …

Transportation & Logistics $59050

Floor Layers, Except Carpet, Wood, and Hard Tiles

6/10

AI and robotic technologies are increasingly capable of spatial mapping, measurement, and precision placement. Advanced computer vision and robotic …

Construction & Extraction $47000

Floor Sanders and Finishers

3/10

Floor sanding and finishing require nuanced tactile skills, adaptive technique, and real-time material assessment that current AI and robotic systems …

Construction & Extraction $42670

Floral Designers

6/10

AI will significantly transform floral design through generative design tools, pattern recognition for arrangement recommendations, and automated …

Retail $31750

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

8/10

AI and advanced robotics can precisely control temperature, timing, and processing parameters with greater consistency and efficiency than human …

Manufacturing $35670

Food Batchmakers

8/10

Food batchmaking involves precise measurements, consistent processing, and standardized recipes, which are highly amenable to AI and robotic …

Manufacturing $37640

Food Cooking Machine Operators and Tenders

8/10

Food cooking machine operations involve standardized, programmable tasks that AI and robotics can increasingly replicate with high precision. Advanced …

Manufacturing $35980

Food Preparation and Serving Related Workers, All Other

7/10

AI and robotics are increasingly capable of performing routine food preparation tasks with high precision and efficiency. Advanced kitchen automation …

Hospitality & Tourism $26220

Food Preparation Workers

7/10

Food preparation involves numerous routine, standardized tasks that are increasingly amenable to robotic and AI-driven automation. Advanced kitchen …

Hospitality & Tourism $27470

Food Processing Workers, All Other

8/10

Food processing involves numerous repetitive, rule-based tasks that are increasingly susceptible to AI and robotic automation. Advanced machine …

Manufacturing $35430

Food Science Technicians

7/10

Food science technicians perform tasks highly amenable to AI and machine learning technologies, particularly in data analysis, quality control, and …

Manufacturing $47500

Food Scientists and Technologists

7/10

AI will significantly transform food science by enabling advanced data analysis, predictive modeling of food properties, and rapid experimentation. …

Manufacturing $74160

Food Servers, Nonrestaurant

7/10

AI and robotics are increasingly capable of performing standardized food service tasks with precision and efficiency. Advanced robotic systems can …

Hospitality & Tourism $24650

Food Service Managers

7/10

AI technologies will significantly transform food service management by automating routine operational tasks, providing real-time data analytics, and …

Hospitality & Tourism $56590

Foreign Language and Literature Teachers, Postsecondary

6/10

AI will transform language teaching through personalized adaptive learning platforms, real-time translation tools, and intelligent tutoring systems. …

Education & Training $75570

Forensic Science Technicians

7/10

AI will dramatically transform forensic science by accelerating evidence analysis, pattern recognition, and data processing. Machine learning …

Government & Public Administration $62490

Forest and Conservation Technicians

6/10

AI and advanced technologies like drones, satellite imaging, and machine learning algorithms will significantly transform forest and conservation work …

Agriculture, Forestry & Fishing $63750

Forest and Conservation Workers

4/10

AI will incrementally transform forest and conservation work through advanced sensing technologies, predictive modeling, and autonomous monitoring …

Agriculture, Forestry & Fishing $41410

Forest Fire Inspectors and Prevention Specialists

6/10

AI technologies will significantly transform forest fire prevention through advanced predictive modeling, satellite and drone-based monitoring, and …

Government & Public Administration $62970

Foresters

6/10

AI will significantly transform forestry through advanced remote sensing, predictive modeling, and data-driven forest management strategies. Machine …

Agriculture, Forestry & Fishing $63750

Forestry and Conservation Science Teachers, Postsecondary

5/10

AI will transform postsecondary teaching by providing advanced research tools, personalized learning platforms, and data analysis capabilities. While …

Education & Training $82540

Forging Machine Setters, Operators, and Tenders, Metal and Plastic

8/10

AI and advanced robotics are increasingly capable of performing precise, repetitive manufacturing tasks with higher consistency and lower error rates …

Manufacturing $47510

Foundry Mold and Coremakers

8/10

Foundry mold and coremaking involves creating precise metal casting molds, which are highly suitable for AI and robotic automation. Advanced computer …

Manufacturing $47500

Fundraisers

6/10

AI will significantly transform fundraising by providing advanced donor targeting, predictive analytics for donor behavior, and personalized …

Professional & Scientific Services $62840

Fundraising Managers

6/10

AI will significantly transform fundraising management by automating donor research, predictive analytics, and initial communication strategies. …

Professional & Scientific Services $98560

Funeral Attendants

3/10

AI may assist funeral attendants with administrative tasks, scheduling, and record-keeping, but cannot replace the crucial human elements of emotional …

Professional & Scientific Services $29640

Funeral Home Managers

4/10

AI will primarily impact administrative and scheduling functions in funeral home management. Advanced AI systems could help with client communication, …

Professional & Scientific Services $74970

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

8/10

This occupation involves monitoring and controlling industrial heating and processing equipment, which is highly amenable to AI and robotic …

Manufacturing $38540

Furniture Finishers

6/10

AI and advanced robotics will increasingly automate surface preparation, staining, and coating processes. Machine learning could enable more precise …

Manufacturing $36480

Gambling and Sports Book Writers and Runners

8/10

AI technologies can rapidly process betting odds, analyze sports statistics, manage risk calculations, and handle transaction records with greater …

Hospitality & Tourism $28500

Gambling Cage Workers

7/10

AI and advanced robotics can increasingly handle cash transactions, transaction verification, and customer interaction tasks in gambling environments. …

Hospitality & Tourism $36270

Gambling Change Persons and Booth Cashiers

8/10

Casino operations are rapidly digitalizing, with automated payment systems, self-service kiosks, and AI-driven transaction tracking reducing the need …

Hospitality & Tourism $28340

Gambling Dealers

7/10

AI and virtual reality technologies are rapidly transforming gambling environments. Advanced algorithms can simulate dealer interactions, manage game …

Hospitality & Tourism $24660

Gambling Managers

7/10

AI technologies can significantly transform gambling management through advanced risk assessment, real-time performance monitoring, and predictive …

Hospitality & Tourism $84650

Gambling Service Workers, All Other

6/10

AI will transform gambling service roles through automated customer tracking, predictive analytics, and enhanced monitoring systems. Machine learning …

Hospitality & Tourism $28340

Gambling Surveillance Officers and Gambling Investigators

6/10

AI technologies will significantly augment gambling surveillance by providing advanced video analysis, real-time anomaly detection, and predictive …

Hospitality & Tourism $55000

Gas Compressor and Gas Pumping Station Operators

7/10

AI and advanced automation technologies are likely to significantly transform this occupation through intelligent monitoring systems, predictive …

Energy & Utilities $68500

Gas Plant Operators

7/10

Gas plant operations involve complex but increasingly standardized monitoring and control processes that are well-suited to AI integration. Advanced …

Energy & Utilities $68680

General and Operations Managers

7/10

AI will significantly transform operations management by providing advanced predictive analytics, real-time performance monitoring, and decision …

Professional & Scientific Services $98100

General Internal Medicine Physicians

7/10

AI will significantly transform internal medicine through advanced diagnostic algorithms, predictive health modeling, and personalized treatment …

Healthcare $225990

Genetic Counselors

6/10

AI will transform genetic counseling by providing advanced predictive modeling, rapid genetic variant analysis, and comprehensive risk assessment. …

Healthcare $89990

Geographers

6/10

AI will significantly transform geographic research and analysis by automating data collection, processing, and initial visualization tasks. Machine …

Professional & Scientific Services $85430

Geography Teachers, Postsecondary

6/10

AI will significantly transform postsecondary geography teaching through advanced curriculum design, personalized learning platforms, and intelligent …

Education & Training $75000

Geological Technicians, Except Hydrologic Technicians

7/10

AI technologies will dramatically transform geological technician roles by automating data collection, analysis, and interpretation processes. Machine …

Energy & Utilities $54780

Geoscientists, Except Hydrologists and Geographers

7/10

AI will significantly transform geoscience work by automating data collection, processing, and initial interpretation of geological datasets. Advanced …

Energy & Utilities $93580

Glaziers

4/10

AI will likely transform glazier work through advanced measurement technologies, design visualization, and precision cutting tools. While core …

Construction & Extraction $47610

Graders and Sorters, Agricultural Products

8/10

AI and advanced machine learning systems can rapidly and accurately grade and sort agricultural products with higher consistency and speed than human …

Agriculture, Forestry & Fishing $28340

Graphic Designers

8/10

AI is transforming graphic design through advanced generative tools and machine learning algorithms that can quickly produce complex visual designs. …

Arts, Design & Architecture $52110

Grinding and Polishing Workers, Hand

7/10

AI and advanced robotics can increasingly perform precise grinding and polishing tasks with consistent quality and minimal human intervention. Machine …

Manufacturing $36780

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

8/10

Advanced robotics and AI-driven machine learning are rapidly transforming manufacturing environments, enabling more sophisticated and precise …

Manufacturing $38540

Grounds Maintenance Workers, All Other

6/10

AI and robotic technologies are increasingly capable of performing repetitive landscape maintenance tasks. Autonomous mowers, precision irrigation …

Agriculture, Forestry & Fishing $35500

Hairdressers, Hairstylists, and Cosmetologists

4/10

AI will incrementally transform hairstyling through digital consultation tools, virtual hairstyle previews, and personalized hair care …

Professional & Scientific Services $32470

Hazardous Materials Removal Workers

6/10

AI and robotic technologies are increasingly capable of handling hazardous material identification, mapping contamination zones, and performing …

Construction & Extraction $47490

Health and Safety Engineers, Except Mining Safety Engineers and Inspectors

6/10

AI will transform health and safety engineering by enabling advanced risk prediction, real-time monitoring, and data-driven safety protocols. Machine …

Professional & Scientific Services $94240

Health Education Specialists

6/10

AI will transform health education by providing advanced data analysis, personalized health recommendations, and automated content generation. Machine …

Healthcare $62810

Health Information Technologists and Medical Registrars

8/10

AI technologies are rapidly advancing in medical data management, offering superior capabilities in data processing, error detection, and information …

Healthcare $55690

Health Specialties Teachers, Postsecondary

6/10

AI will significantly transform postsecondary health education by providing advanced simulation training, personalized learning pathways, and …

Education & Training $99090

Health Technologists and Technicians, All Other

7/10

AI technologies are increasingly capable of performing diagnostic support, data analysis, and technical screening functions. Machine learning …

Healthcare $57180

Healthcare Diagnosing or Treating Practitioners, All Other

7/10

AI technologies are increasingly capable of processing complex medical data, generating diagnostic insights, and recommending treatment protocols. …

Healthcare $95660

Healthcare Practitioners and Technical Workers, All Other

7/10

AI and advanced diagnostic technologies will significantly transform this occupational category by augmenting clinical decision-making, automating …

Healthcare $76450

Healthcare Social Workers

6/10

AI will significantly transform healthcare social work by augmenting administrative tasks, providing advanced patient risk assessment, and offering …

Healthcare $60840

Healthcare Support Workers, All Other

6/10

AI will incrementally transform healthcare support roles by automating administrative tasks, patient data processing, and basic screening functions. …

Healthcare $36500

Hearing Aid Specialists

6/10

AI will significantly transform hearing aid specialist roles through advanced diagnostic tools, personalized hearing profile generation, and automated …

Healthcare $59630

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

7/10

AI and advanced robotics are increasingly capable of precisely controlling heat treatment processes with superior consistency and minimal human …

Manufacturing $47230

Heating, Air Conditioning, and Refrigeration Mechanics and Installers

5/10

AI will increasingly support HVAC technicians through diagnostic tools, predictive maintenance algorithms, and enhanced troubleshooting guidance. …

Construction & Extraction $50590

Heavy and Tractor-Trailer Truck Drivers

8/10

AI and autonomous driving technologies are rapidly advancing, with significant potential to transform long-haul trucking. Self-driving trucks can …

Transportation & Logistics $48310

Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters

6/10

AI and robotic technologies will increasingly assist in measuring, planning, and precision cutting of materials. Advanced 3D scanning and robotic …

Construction & Extraction $47810

Helpers--Carpenters

6/10

AI and robotic technologies will increasingly assist carpenters through advanced design tools, automated measurement, and precision cutting …

Construction & Extraction $48260

Helpers--Electricians

6/10

AI and robotics will increasingly support electrical helper tasks through advanced diagnostic tools, augmented reality guidance, and collaborative …

Construction & Extraction $48630

Helpers--Extraction Workers

7/10

AI and robotic technologies are rapidly developing capabilities to perform physical support tasks in extraction industries with increasing precision …

Construction & Extraction $38450

Helpers--Installation, Maintenance, and Repair Workers

7/10

AI and robotics will increasingly replace manual helper tasks in installation, maintenance, and repair. Advanced sensing technologies, predictive …

Professional & Scientific Services $38640

Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons

6/10

AI and robotic technologies will incrementally transform this occupation through advanced imaging, precision measurement, and augmented reality …

Construction & Extraction $42480

Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

4/10

AI and robotics will likely augment rather than replace these workers, providing advanced diagnostic tools, design assistance, and predictive …

Construction & Extraction $56330

Helpers--Production Workers

8/10

Production worker helpers perform routine, physically repetitive tasks that are prime candidates for robotic and AI-assisted automation. Advanced …

Manufacturing $32470

Helpers--Roofers

6/10

Roofing helper tasks are partially susceptible to technological augmentation through robotic assistance and AI-guided workflow management. Drone …

Construction & Extraction $42500

Helpers, Construction Trades, All Other

6/10

Construction trade helpers will experience significant technological transformation, with AI and robotic systems increasingly supporting and partially …

Construction & Extraction $37470

Highway Maintenance Workers

6/10

AI and robotic technologies will progressively transform highway maintenance through autonomous repair vehicles, drone-based infrastructure …

Government & Public Administration $47340

Historians

6/10

AI will significantly transform historical research by rapidly processing massive archival datasets, conducting advanced text and image analysis, and …

Education & Training $63670

History Teachers, Postsecondary

6/10

AI will transform postsecondary history teaching by providing advanced research tools, generating supplemental learning materials, and offering …

Education & Training $75000

Hoist and Winch Operators

7/10

Hoist and winch operations involve systematic, rule-based movements that can be increasingly performed by robotic systems with advanced AI-driven …

Construction & Extraction $42480

Home Appliance Repairers

7/10

AI and advanced robotics are increasingly capable of diagnosing appliance issues through machine learning algorithms and computer vision. Automated …

Professional & Scientific Services $45410

Home Health and Personal Care Aides

6/10

AI will transform home health care through remote monitoring technologies, predictive health analytics, and digital assistance tools. While direct …

Healthcare $29430

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

6/10

AI technologies are increasingly capable of managing reservation systems, table assignments, and initial customer interactions. Digital interfaces and …

Hospitality & Tourism $25490

Hotel, Motel, and Resort Desk Clerks

7/10

AI technologies are increasingly capable of handling reservation management, customer inquiries, and basic guest services through intelligent systems. …

Hospitality & Tourism $27370

Human Resources Assistants, Except Payroll and Timekeeping

7/10

AI will significantly transform HR assistant roles by automating scheduling, candidate screening, document management, and initial communication …

Professional & Scientific Services $45470

Human Resources Managers

7/10

AI will significantly transform HR management by automating routine tasks like candidate screening, performance analytics, and administrative …

Professional & Scientific Services $126230

Human Resources Specialists

7/10

AI will significantly transform HR specialist roles by automating routine tasks like resume screening, candidate sourcing, and initial interview …

Professional & Scientific Services $62290

Hydrologic Technicians

6/10

AI will significantly transform hydrologic technician roles by automating data collection, analysis, and predictive modeling. Machine learning …

Energy & Utilities $54420

Hydrologists

6/10

AI will significantly transform hydrological research and analysis by automating data collection, predictive modeling, and pattern recognition. …

Energy & Utilities $84980

Industrial Engineering Technologists and Technicians

7/10

AI technologies will significantly transform industrial engineering technician roles by automating data collection, analysis, and predictive modeling. …

Manufacturing $62470

Industrial Engineers

7/10

Industrial engineering involves complex systems analysis and optimization, which AI is becoming increasingly capable of performing. Machine learning …

Manufacturing $88950

Industrial Machinery Mechanics

7/10

AI and advanced robotics will significantly transform industrial machinery maintenance through predictive diagnostics, autonomous repair systems, and …

Manufacturing $57160

Industrial Production Managers

7/10

AI will significantly transform industrial production management by enabling more sophisticated predictive analytics, real-time monitoring, and …

Manufacturing $108790

Industrial Truck and Tractor Operators

8/10

Industrial truck and tractor operators perform highly structured, repetitive tasks in controlled environments like warehouses and manufacturing …

Transportation & Logistics $37780

Industrial-Organizational Psychologists

6/10

AI will significantly transform industrial-organizational psychology by providing advanced analytics, predictive insights, and automated assessment …

Professional & Scientific Services $96270

Information and Record Clerks, All Other

8/10

Information and record clerks handle significant volumes of structured and semi-structured data, making their roles highly susceptible to AI …

Professional & Scientific Services $38500

Information Security Analysts

7/10

AI will significantly transform information security by automating threat detection, log analysis, and initial incident response. Machine learning …

Technology $112000

Inspectors, Testers, Sorters, Samplers, and Weighers

8/10

AI and robotic systems can perform visual inspection, precision measurement, and sorting tasks with greater consistency and accuracy than human …

Manufacturing $37580

Installation, Maintenance, and Repair Workers, All Other

7/10

AI and advanced robotics will increasingly augment and partially replace manual repair and installation tasks. Machine learning algorithms can …

Professional & Scientific Services $48160

Instructional Coordinators

7/10

AI will significantly transform instructional coordination by providing advanced data analysis, personalized learning content generation, and …

Education & Training $63740

Insulation Workers, Floor, Ceiling, and Wall

4/10

AI and robotics will likely augment rather than fully replace insulation workers. Advanced imaging and measurement technologies could assist in …

Construction & Extraction $47350

Insulation Workers, Mechanical

4/10

AI and robotics will likely augment rather than fully replace mechanical insulation workers. Advanced imaging, measurement, and planning technologies …

Construction & Extraction $48530

Insurance Appraisers, Auto Damage

8/10

AI technologies are rapidly developing computer vision and machine learning capabilities that can accurately assess vehicle damage, estimate repair …

Finance $67680

Insurance Claims and Policy Processing Clerks

8/10

AI technologies are rapidly developing capabilities to handle complex document processing, data extraction, and initial claims assessment. Advanced …

Finance $45080

Insurance Sales Agents

7/10

AI will dramatically transform insurance sales by providing sophisticated predictive analytics, personalized risk modeling, and automated customer …

Finance $69340

Insurance Underwriters

8/10

AI and machine learning algorithms are increasingly capable of performing complex risk assessment and pricing calculations with greater speed and …

Finance $76390

Interior Designers

7/10

AI will transform interior design by enabling rapid concept generation, photorealistic rendering, and space optimization algorithms. Designers will …

Arts, Design & Architecture $61590

Interpreters and Translators

7/10

AI will significantly transform translation and interpretation through advanced neural machine translation and real-time language processing …

Professional & Scientific Services $49110

Interviewers, Except Eligibility and Loan

7/10

AI will significantly transform interviewing roles by automating initial screening, response recording, and data processing. Advanced language models …

Professional & Scientific Services $37020

Janitors and Cleaners, Except Maids and Housekeeping Cleaners

6/10

AI and robotics will significantly transform janitorial work through autonomous cleaning robots and smart monitoring systems. Advanced sensors and …

Professional & Scientific Services $29760

Jewelers and Precious Stone and Metal Workers

6/10

AI will significantly transform jewelry design and manufacturing through advanced 3D modeling, generative design, and precision robotics. While …

Retail $47530

Judges, Magistrate Judges, and Magistrates

6/10

AI will transform judicial work by providing advanced legal research capabilities, predictive analytics for case outcomes, and automated document …

Government & Public Administration $128710

Judicial Law Clerks

7/10

AI will significantly transform judicial law clerk roles by automating routine legal research, case summarization, and document processing. Advanced …

Government & Public Administration $62840

Kindergarten Teachers, Except Special Education

4/10

AI will likely augment rather than replace kindergarten teachers, providing adaptive learning tools, personalized curriculum recommendations, and …

Education & Training $61350

Labor Relations Specialists

6/10

AI will significantly transform labor relations by automating routine documentation, contract analysis, and preliminary dispute assessment. Advanced …

Professional & Scientific Services $67870

Laborers and Freight, Stock, and Material Movers, Hand

8/10

AI and robotics are rapidly developing technologies capable of performing repetitive material handling tasks with greater precision and efficiency. …

Transportation & Logistics $37580

Landscape Architects

6/10

AI will significantly transform landscape architecture by automating routine design tasks, generating initial concept layouts, and performing complex …

Arts, Design & Architecture $70630

Landscaping and Groundskeeping Workers

5/10

AI and robotic technologies are gradually transforming landscaping through autonomous mowing equipment, precision irrigation systems, and drone-based …

Agriculture, Forestry & Fishing $35090

Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic

8/10

AI and advanced robotics are increasingly capable of performing precise, repetitive manufacturing tasks with high accuracy. Machine learning …

Manufacturing $45580

Laundry and Dry-Cleaning Workers

7/10

AI and robotic technologies are increasingly capable of performing precise, repetitive tasks in controlled environments like laundry facilities. …

Professional & Scientific Services $28740

Law Teachers, Postsecondary

7/10

AI will transform law teaching through advanced research tools, personalized learning platforms, and automated content generation. While core teaching …

Education & Training $126470

Lawyers

7/10

AI will dramatically transform legal work by automating routine tasks like legal research, contract analysis, and document review. Advanced natural …

Professional & Scientific Services $126930

Layout Workers, Metal and Plastic

7/10

AI and advanced robotics are increasingly capable of performing precise layout and design tasks with high accuracy. Machine learning algorithms can …

Manufacturing $47620

Legal Secretaries and Administrative Assistants

8/10

Legal administrative roles are highly susceptible to AI transformation due to advances in natural language processing, document management, and …

Professional & Scientific Services $47300

Legal Support Workers, All Other

7/10

Legal support workers perform many structured, repetitive tasks that are increasingly susceptible to AI automation. Document review, legal research, …

Professional & Scientific Services $55000

Legislators

4/10

AI will transform legislative work by providing advanced data analysis, predictive modeling, and policy simulation tools. While core decision-making …

Government & Public Administration $87610

Librarians and Media Collections Specialists

7/10

AI will significantly reshape library work through advanced cataloging, metadata generation, recommendation systems, and automated research tools. …

Information & Library Sciences $61190

Library Assistants, Clerical

7/10

Library assistant roles involve significant administrative and information management tasks that are increasingly susceptible to AI technologies. …

Information & Library Sciences $35670

Library Science Teachers, Postsecondary

6/10

AI will significantly transform library science teaching by providing advanced research tools, personalized learning platforms, and automated content …

Education & Training $68000

Library Technicians

7/10

AI technologies are increasingly capable of cataloging, sorting, and retrieving digital and physical information resources with high efficiency. …

Information & Library Sciences $47700

Licensed Practical and Licensed Vocational Nurses

6/10

AI will significantly transform nursing by augmenting clinical documentation, patient monitoring, and preliminary diagnostic processes. Advanced AI …

Healthcare $48070

Life Scientists, All Other

7/10

AI technologies are increasingly capable of processing large scientific datasets, identifying complex biological patterns, and generating predictive …

Professional & Scientific Services $82470

Life, Physical, and Social Science Technicians, All Other

7/10

AI technologies are rapidly advancing in data processing, pattern recognition, and analytical capabilities which directly overlap with technician …

Professional & Scientific Services $48160

Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers

3/10

While AI and sensor technologies could enhance monitoring and early warning systems, the core responsibilities of lifeguards and protective service …

Hospitality & Tourism $28400

Light Truck Drivers

7/10

Light truck driving is highly susceptible to AI and autonomous vehicle technologies. Advanced navigation systems, computer vision, and self-driving …

Transportation & Logistics $48310

Lighting Technicians

5/10

AI and advanced technologies will increasingly assist lighting technicians in complex design and planning stages. Computer vision and simulation tools …

Media & Entertainment $56000

Loading and Moving Machine Operators, Underground Mining

8/10

Underground mining machine operations are increasingly being transformed by autonomous and remote-controlled equipment. AI-driven systems can …

Construction & Extraction $54320

Loan Interviewers and Clerks

8/10

Loan interviewing and processing involves repetitive tasks and data analysis that are increasingly vulnerable to AI technologies. Machine learning …

Finance $45760

Loan Officers

7/10

AI technologies are increasingly capable of analyzing credit histories, financial documents, and risk profiles with greater speed and accuracy than …

Finance $68170

Locker Room, Coatroom, and Dressing Room Attendants

4/10

AI and robotic technologies could partially automate tracking and management of personal items through advanced inventory systems and RFID tracking. …

Hospitality & Tourism $28340

Locksmiths and Safe Repairers

5/10

AI and robotics will incrementally transform locksmithing through digital diagnostic tools, predictive maintenance systems, and advanced key/lock …

Professional & Scientific Services $52550

Locomotive Engineers

7/10

AI and autonomous technologies are rapidly developing in transportation, with significant potential to transform locomotive operations. Advanced …

Transportation & Logistics $67880

Lodging Managers

7/10

AI will significantly transform lodging management through advanced reservation systems, predictive maintenance, guest experience personalization, and …

Hospitality & Tourism $59660

Log Graders and Scalers

7/10

AI and computer vision technologies are rapidly advancing in their ability to accurately measure, classify, and grade timber with high precision. …

Agriculture, Forestry & Fishing $42750

Logging Equipment Operators

7/10

Logging equipment operations are prime candidates for AI and robotic automation. Advanced sensing technologies, GPS mapping, and autonomous machinery …

Agriculture, Forestry & Fishing $45760

Logging Workers, All Other

7/10

AI and robotics are rapidly transforming logging operations through autonomous machinery, drone-based forest mapping, and predictive analytics for …

Agriculture, Forestry & Fishing $42460

Logisticians

7/10

AI technologies are rapidly transforming logistics through advanced predictive analytics, route optimization, demand forecasting, and real-time supply …

Transportation & Logistics $77030

Machine Feeders and Offbearers

8/10

Machine feeders and offbearers perform routine, physically repetitive tasks in manufacturing environments that are prime candidates for robotic …

Manufacturing $34650

Machinists

8/10

Machinists are likely to experience significant transformation through AI and advanced robotics. AI will increasingly handle complex programming, tool …

Manufacturing $47330

Magnetic Resonance Imaging Technologists

6/10

AI will significantly augment MRI technologist roles through advanced image interpretation, diagnostic assistance, and workflow optimization. Machine …

Healthcare $79810

Maids and Housekeeping Cleaners

7/10

AI and robotics are increasingly capable of performing structured cleaning tasks with precision and efficiency. Advanced robotic systems can navigate …

Hospitality & Tourism $28940

Mail Clerks and Mail Machine Operators, Except Postal Service

8/10

AI and robotic systems are increasingly capable of handling mail sorting, routing, and processing tasks with greater speed and accuracy than human …

Professional & Scientific Services $36490

Maintenance and Repair Workers, General

7/10

AI and robotic systems are increasingly capable of diagnosing mechanical issues and performing standardized repairs. Advanced computer vision, …

Professional & Scientific Services $45110

Maintenance Workers, Machinery

7/10

AI and advanced robotics will significantly transform machinery maintenance through predictive maintenance, autonomous diagnostic systems, and robotic …

Manufacturing $47940

Makeup Artists, Theatrical and Performance

5/10

AI will transform makeup artistry through digital simulation, design recommendation, and virtual try-on technologies. While core creative skills …

Media & Entertainment $67000

Management Analysts

7/10

AI will significantly transform management analysis by automating data collection, processing, and initial insights generation. Advanced machine …

Professional & Scientific Services $95290

Managers, All Other

7/10

AI will significantly transform managerial roles by augmenting decision-making processes, providing predictive analytics, and automating routine …

Professional & Scientific Services $105660

Manicurists and Pedicurists

4/10

AI will incrementally transform this occupation through digital design tools, personalized nail art recommendations, and virtual nail styling apps. …

Professional & Scientific Services $27870

Manufactured Building and Mobile Home Installers

4/10

AI and robotics will incrementally transform this occupation by providing advanced measurement tools, design visualization, and installation planning …

Construction & Extraction $47500

Marine Engineers and Naval Architects

6/10

AI will significantly transform marine engineering through advanced computational design, predictive simulation, and optimization algorithms. Machine …

Transportation & Logistics $93370

Market Research Analysts and Marketing Specialists

8/10

AI will dramatically reshape market research by automating data collection, sentiment analysis, consumer trend prediction, and report generation. …

Professional & Scientific Services $68230

Marketing Managers

7/10

AI will significantly transform marketing management by automating data analysis, audience segmentation, and campaign optimization. Advanced AI tools …

Professional & Scientific Services $142170

Marriage and Family Therapists

4/10

AI will likely augment rather than replace marriage and family therapists by providing diagnostic support, treatment recommendation algorithms, and …

Healthcare $49880

Massage Therapists

3/10

AI and technology will primarily augment rather than replace massage therapy. Potential applications include personalized treatment planning, …

Healthcare $46910

Material Moving Workers, All Other

8/10

Material moving workers are prime candidates for AI and robotic automation due to the structured and predictable nature of their work. Advanced …

Transportation & Logistics $34480

Materials Engineers

7/10

AI will significantly transform materials engineering by enabling advanced computational modeling, predictive material performance analysis, and rapid …

Manufacturing $98300

Materials Scientists

7/10

AI will dramatically transform materials science research by enabling rapid computational modeling, predictive material design, and accelerated …

Manufacturing $99460

Mathematical Science Occupations, All Other

7/10

AI will significantly transform mathematical science occupations by automating routine data analysis, statistical modeling, and computational tasks. …

Professional & Scientific Services $95560

Mathematical Science Teachers, Postsecondary

6/10

AI will transform postsecondary mathematical science teaching through personalized learning platforms, intelligent tutoring systems, and automated …

Education & Training $79640

Mathematicians

7/10

AI will significantly transform mathematical work by handling routine computational and data analysis tasks. Machine learning algorithms can now …

Professional & Scientific Services $95560

Meat, Poultry, and Fish Cutters and Trimmers

7/10

AI and robotic systems are increasingly capable of performing precise cutting and trimming tasks with consistent accuracy. Advanced machine learning …

Manufacturing $34460

Mechanical Door Repairers

6/10

AI and advanced robotics will increasingly assist mechanical door repair through diagnostic technologies, predictive maintenance algorithms, and …

Construction & Extraction $47500

Mechanical Drafters

8/10

AI and advanced CAD technologies are rapidly transforming mechanical drafting by automating complex design processes, generating precise technical …

Manufacturing $58920

Mechanical Engineering Technologists and Technicians

7/10

AI will significantly transform mechanical engineering technician roles by automating design iterations, simulation modeling, and data analysis. …

Manufacturing $60520

Mechanical Engineers

7/10

AI will significantly transform mechanical engineering by automating routine design, simulation, and analysis tasks. Advanced machine learning …

Manufacturing $90160

Media and Communication Equipment Workers, All Other

7/10

AI technologies are increasingly capable of handling technical media and communication equipment tasks, including setup, monitoring, and preliminary …

Media & Entertainment $52870

Media and Communication Workers, All Other

7/10

AI will significantly transform this occupation by automating routine writing, research, and communication tasks. Generative AI tools can now draft …

Media & Entertainment $62480

Medical and Health Services Managers

7/10

AI will significantly transform medical management by automating routine administrative tasks, providing predictive analytics for resource allocation, …

Healthcare $104280

Medical Appliance Technicians

6/10

AI will significantly transform medical appliance technician roles by introducing advanced design, scanning, and manufacturing technologies. Computer …

Healthcare $48510

Medical Assistants

7/10

AI will significantly transform medical assistant roles through advanced diagnostic support, automated documentation, and predictive patient …

Healthcare $37190

Medical Dosimetrists

7/10

AI will significantly transform medical dosimetry by automating complex radiation treatment calculations and optimization. Advanced machine learning …

Healthcare $86550

Medical Equipment Preparers

6/10

AI and robotic technologies will increasingly assist in medical equipment preparation, with automated sorting, sterilization, and inventory management …

Healthcare $37540

Medical Equipment Repairers

6/10

AI will significantly transform medical equipment repair through advanced diagnostic algorithms, predictive maintenance modeling, and augmented …

Healthcare $52910

Medical Records Specialists

8/10

AI technologies are rapidly transforming medical records management through advanced natural language processing, automated coding, and intelligent …

Healthcare $46660

Medical Scientists, Except Epidemiologists

7/10

AI will significantly transform medical scientific research by accelerating data processing, predictive modeling, and hypothesis generation. Machine …

Healthcare $95310

Medical Secretaries and Administrative Assistants

8/10

Medical administrative roles are highly susceptible to AI transformation due to repetitive documentation tasks and structured workflow processes. …

Healthcare $38540

Medical Transcriptionists

9/10

Medical transcription is highly susceptible to AI automation due to advances in speech recognition and machine learning technologies. AI systems can …

Healthcare $35270

Meeting, Convention, and Event Planners

6/10

AI will significantly transform event planning by automating logistics, scheduling, vendor selection, and preliminary design tasks. Advanced AI …

Hospitality & Tourism $52600

Mental Health and Substance Abuse Social Workers

4/10

AI will likely transform this role through enhanced diagnostic tools, treatment planning assistance, and administrative workflow optimization. While …

Healthcare $55900

Merchandise Displayers and Window Trimmers

6/10

AI will significantly transform merchandise display roles through advanced design generation, virtual staging, and predictive visual merchandising …

Retail $37480

Metal Workers and Plastic Workers, All Other

7/10

AI and advanced robotics are increasingly capable of performing precise, repetitive manufacturing tasks in metal and plastic fabrication. Machine …

Manufacturing $42480

Metal-Refining Furnace Operators and Tenders

7/10

AI and advanced robotics can increasingly manage precise temperature control, material monitoring, and process optimization in metal refining. Machine …

Manufacturing $47690

Meter Readers, Utilities

9/10

Meter reading is a highly structured, data-collection job that can be almost entirely replaced by automated sensor technologies and AI-powered remote …

Energy & Utilities $46180

Microbiologists

6/10

AI will significantly transform microbiological research by accelerating data analysis, genome sequencing, and predictive modeling. Machine learning …

Professional & Scientific Services $84400

Middle School Teachers, Except Special and Career/Technical Education

6/10

AI will transform middle school teaching by providing personalized learning tools, adaptive curriculum design, and intelligent tutoring systems. While …

Education & Training $61660

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

8/10

AI and advanced robotics are rapidly transforming manufacturing environments, with machine learning enabling more sophisticated automated machining …

Manufacturing $47510

Millwrights

7/10

Millwrights install and maintain industrial machinery, a field increasingly susceptible to AI-driven automation. Advanced robotics and machine …

Manufacturing $58350

Mining and Geological Engineers, Including Mining Safety Engineers

7/10

AI will transform mining engineering through advanced geological modeling, predictive maintenance, safety monitoring, and risk assessment. Machine …

Construction & Extraction $97480

Miscellaneous Assemblers and Fabricators

8/10

AI and advanced robotics are rapidly transforming assembly and fabrication work through precise robotic systems and computer vision technologies. …

Manufacturing $37060

Miscellaneous Construction and Related Workers

6/10

AI and robotic technologies will progressively transform construction-related work through enhanced site monitoring, predictive maintenance, and …

Construction & Extraction $42480

Mixing and Blending Machine Setters, Operators, and Tenders

8/10

AI and advanced robotics are increasingly capable of handling precise mixing, blending, and machine operation tasks with greater consistency and …

Manufacturing $47990

Mobile Heavy Equipment Mechanics, Except Engines

6/10

AI and robotic technologies will increasingly assist mobile heavy equipment mechanics through advanced diagnostic systems, predictive maintenance …

Construction & Extraction $57100

Model Makers, Metal and Plastic

7/10

AI and advanced manufacturing technologies are increasingly capable of generating complex 3D models and prototypes with minimal human intervention. …

Manufacturing $52480

Model Makers, Wood

7/10

AI and advanced digital fabrication technologies are transforming wood model making by enabling more precise digital design, automated CNC machining, …

Manufacturing $48250

Models

7/10

AI technologies are rapidly transforming modeling through digital rendering, virtual avatars, and AI-generated imagery. Advanced machine learning can …

Media & Entertainment $48290

Molders, Shapers, and Casters, Except Metal and Plastic

7/10

AI and advanced robotics are increasingly capable of performing precise molding and shaping tasks with high consistency and accuracy. Machine learning …

Manufacturing $38450

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

8/10

AI and advanced robotics can increasingly handle precise machine setup, monitoring, and quality control tasks with greater consistency and accuracy …

Manufacturing $47690

Morticians, Undertakers, and Funeral Arrangers

4/10

AI will incrementally transform funeral service work by automating record-keeping, scheduling, and planning processes. Advanced AI may assist with …

Professional & Scientific Services $52650

Motion Picture Projectionists

9/10

Motion picture projection has been fundamentally transformed by digital cinema technologies, rendering traditional projectionist roles nearly …

Media & Entertainment $35000

Motor Vehicle Operators, All Other

8/10

AI and autonomous technologies are rapidly transforming motor vehicle operations, with significant potential to replace human drivers through advanced …

Transportation & Logistics $47880

Motorboat Mechanics and Service Technicians

6/10

AI and advanced diagnostic technologies will increasingly support motorboat mechanics by providing predictive maintenance insights, automated fault …

Transportation & Logistics $47080

Motorboat Operators

6/10

AI and autonomous technologies are increasingly capable of managing maritime navigation, route planning, and operational monitoring. Advanced sensor …

Transportation & Logistics $52480

Motorcycle Mechanics

6/10

AI and advanced diagnostic technologies will increasingly assist motorcycle mechanics in complex troubleshooting and system analysis. Predictive …

Transportation & Logistics $42020

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

8/10

AI and advanced robotics are rapidly transforming manufacturing environments, with machine tool operations being particularly susceptible to …

Manufacturing $45370

Museum Technicians and Conservators

6/10

AI will significantly transform museum conservation through advanced imaging, materials analysis, and documentation technologies. Machine learning …

Information & Library Sciences $48400

Music Directors and Composers

6/10

AI will significantly transform music composition and direction by providing advanced algorithmic composition tools, generating musical ideas, and …

Media & Entertainment $52250

Musical Instrument Repairers and Tuners

4/10

AI will likely assist in diagnostic processes and parts inventory management, but cannot fully replace the intricate manual skills required for …

Professional & Scientific Services $47000

Musicians and Singers

6/10

AI will increasingly support musical creation through generative composition tools, algorithmic music generation, and virtual performance …

Media & Entertainment $49630

Natural Sciences Managers

7/10

AI will significantly transform natural sciences management by automating complex data processing, predictive modeling, and research trend analysis. …

Professional & Scientific Services $137980

Network and Computer Systems Administrators

7/10

AI will significantly transform network administration by automating routine tasks like system monitoring, performance optimization, and security …

Technology $80550

Neurologists

6/10

AI will dramatically transform neurological practice by enhancing diagnostic accuracy, analyzing complex medical imaging, and providing predictive …

Healthcare $291390

New Accounts Clerks

8/10

New Accounts Clerks perform repetitive tasks involving data entry, verification, and initial customer account processing, which are highly susceptible …

Finance $42500

News Analysts, Reporters, and Journalists

8/10

AI technologies are rapidly transforming journalism through automated content generation, real-time data analysis, and personalized news curation. …

Media & Entertainment $49300

Nuclear Engineers

7/10

AI will substantially transform nuclear engineering through advanced simulation, predictive maintenance, and complex systems modeling. Machine …

Energy & Utilities $120370

Nuclear Medicine Technologists

6/10

AI will significantly augment nuclear medicine technology by enhancing diagnostic image interpretation, treatment planning, and procedure accuracy. …

Healthcare $78760

Nuclear Power Reactor Operators

6/10

AI will transform nuclear reactor operations through advanced predictive maintenance, real-time monitoring, and enhanced safety systems. Machine …

Energy & Utilities $94350

Nuclear Technicians

7/10

AI and advanced robotics will significantly transform nuclear technician roles by automating routine monitoring, data collection, and initial analysis …

Energy & Utilities $82080

Nurse Anesthetists

6/10

AI will significantly augment nurse anesthetist roles through advanced diagnostic support, predictive risk modeling, and precise dosage calculations. …

Healthcare $195610

Nurse Midwives

4/10

AI will transform nurse midwifery through enhanced diagnostic tools, predictive health monitoring, and personalized care planning. While core patient …

Healthcare $112830

Nurse Practitioners

6/10

AI will transform nurse practitioner roles by enhancing diagnostic accuracy, streamlining patient documentation, and providing advanced clinical …

Healthcare $120680

Nursing Assistants

6/10

AI and robotics will significantly transform nursing assistant roles through advanced monitoring technologies, predictive care algorithms, and …

Healthcare $30290

Nursing Instructors and Teachers, Postsecondary

6/10

AI will significantly transform nursing education through advanced simulation technologies, personalized learning platforms, and adaptive assessment …

Education & Training $77360

Obstetricians and Gynecologists

6/10

AI will transform obstetrics and gynecology through advanced diagnostic imaging, predictive risk modeling, and personalized treatment planning. …

Healthcare $296210

Occupational Health and Safety Specialists

6/10

AI will transform occupational health and safety by enabling more sophisticated risk prediction, real-time monitoring, and data-driven safety …

Professional & Scientific Services $76340

Occupational Health and Safety Technicians

6/10

AI will significantly transform occupational health and safety technician roles by automating routine data collection, predictive risk modeling, and …

Professional & Scientific Services $72020

Occupational Therapists

4/10

AI will augment rather than replace occupational therapists by providing advanced diagnostic tools, personalized treatment planning, and predictive …

Healthcare $85570

Occupational Therapy Aides

6/10

AI will transform Occupational Therapy Aide roles by automating documentation, scheduling, and patient record management. Advanced AI systems could …

Healthcare $57500

Occupational Therapy Assistants

4/10

AI will augment rather than replace occupational therapy assistants, primarily through diagnostic support, treatment planning, and patient monitoring …

Healthcare $62940

Office and Administrative Support Workers, All Other

8/10

AI and automation technologies are increasingly capable of handling routine administrative tasks like data entry, document processing, scheduling, and …

Professional & Scientific Services $42480

Office Clerks, General

8/10

Office clerks perform numerous repetitive administrative tasks that are increasingly susceptible to AI and robotic process automation. Machine …

Professional & Scientific Services $38100

Office Machine Operators, Except Computer

8/10

Office machine operators perform standardized, repeatable tasks that are prime candidates for AI and robotic automation. Advanced computer vision, …

Professional & Scientific Services $35670

Operating Engineers and Other Construction Equipment Operators

7/10

Construction equipment operation is increasingly being transformed by AI-driven autonomous machinery and remote control technologies. Advanced …

Construction & Extraction $48160

Operations Research Analysts

8/10

Operations Research Analysts are prime candidates for AI augmentation, as their work heavily involves data analysis, predictive modeling, and …

Professional & Scientific Services $82360

Ophthalmic Laboratory Technicians

7/10

AI and advanced robotics are likely to significantly transform ophthalmic lens manufacturing through automated grinding, cutting, and coating …

Healthcare $38740

Ophthalmic Medical Technicians

6/10

AI will significantly transform ophthalmic medical technician roles by enhancing diagnostic imaging, automating routine screening processes, and …

Healthcare $62840

Ophthalmologists, Except Pediatric

6/10

AI will significantly transform ophthalmology through advanced diagnostic imaging, predictive analytics, and automated screening technologies. Machine …

Healthcare $422000

Opticians, Dispensing

6/10

AI will significantly transform optician roles through advanced diagnostic technologies, automated prescription analysis, and precision lens …

Healthcare $62840

Optometrists

5/10

AI will significantly augment optometric practice through advanced diagnostic imaging, predictive analysis of eye health, and automated screening. …

Healthcare $125100

Oral and Maxillofacial Surgeons

4/10

AI will primarily augment rather than replace oral and maxillofacial surgeons. Advanced imaging, diagnostic algorithms, and robotic assistance will …

Healthcare $311460

Order Clerks

8/10

Order clerks perform structured, predictable tasks that are highly susceptible to AI and automation technologies. Machine learning algorithms and …

Retail $38500

Orderlies

7/10

AI and robotic technologies are increasingly capable of performing repetitive physical tasks in healthcare settings. Advanced mobility robots and …

Healthcare $35740

Orthodontists

6/10

AI will transform orthodontic diagnostics and treatment planning through advanced imaging analysis and predictive modeling. Machine learning …

Healthcare $208000

Orthopedic Surgeons, Except Pediatric

6/10

AI will transform orthopedic surgery through advanced diagnostic imaging analysis, predictive surgical planning, robotic-assisted procedures, and …

Healthcare $511980

Orthotists and Prosthetists

5/10

AI will significantly augment orthotics and prosthetics through advanced design, 3D modeling, and personalized manufacturing technologies. Machine …

Healthcare $73960

Outdoor Power Equipment and Other Small Engine Mechanics

6/10

AI and advanced diagnostic technologies will increasingly assist mechanics in fault detection, predictive maintenance, and troubleshooting. Machine …

Professional & Scientific Services $47340

Packaging and Filling Machine Operators and Tenders

8/10

AI and advanced robotics are increasingly capable of precise, consistent packaging tasks with superior speed and accuracy. Machine learning vision …

Manufacturing $35660

Packers and Packagers, Hand

8/10

Hand packaging roles are highly susceptible to automation through advanced robotic systems and computer vision technologies. AI-powered robotic arms …

Transportation & Logistics $27490

Painters, Construction and Maintenance

4/10

AI and robotics will incrementally transform painting work through advanced guidance systems, automated surface preparation, and precision painting …

Construction & Extraction $42840

Painting, Coating, and Decorating Workers

6/10

AI and robotic technologies are increasingly capable of performing precise coating and painting tasks with high consistency. Advanced computer vision …

Manufacturing $38540

Paper Goods Machine Setters, Operators, and Tenders

8/10

AI and advanced robotics can precisely control machine settings, monitor production quality, and optimize manufacturing processes with greater …

Manufacturing $37480

Paperhangers

4/10

AI and robotics could assist paperhangers through design visualization, pattern matching, and surface measurement technologies. However, the intricate …

Construction & Extraction $42310

Paralegals and Legal Assistants

7/10

AI technologies are rapidly transforming paralegal work through advanced document analysis, legal research platforms, and predictive coding. Machine …

Professional & Scientific Services $56230

Paramedics

6/10

AI will transform paramedic work by enhancing diagnostic accuracy, providing real-time medical guidance, and optimizing emergency response routing. …

Healthcare $46680

Parking Attendants

8/10

Parking attendant roles are prime candidates for AI and robotic automation due to the structured, rule-based nature of parking management. Advanced …

Transportation & Logistics $29660

Parking Enforcement Workers

7/10

Parking enforcement is increasingly susceptible to AI technologies that can automatically detect parking violations through computer vision, license …

Government & Public Administration $45000

Parts Salespersons

7/10

AI technologies will significantly transform parts sales through advanced recommendation systems, automated inventory tracking, and intelligent …

Retail $32890

Passenger Attendants

6/10

AI will significantly transform passenger attendant roles through advanced customer service technologies, predictive passenger management systems, and …

Transportation & Logistics $52370

Patternmakers, Metal and Plastic

7/10

AI and advanced CAD technologies are increasingly capable of generating complex 3D models and patterns with high precision. Machine learning …

Manufacturing $58420

Patternmakers, Wood

7/10

AI and advanced design software will significantly transform wood patternmaking by enabling more complex, precise digital pattern generation and …

Manufacturing $52400

Paving, Surfacing, and Tamping Equipment Operators

7/10

AI and autonomous technologies are increasingly capable of performing precise equipment operation tasks with minimal human intervention. Advanced …

Construction & Extraction $47510

Payroll and Timekeeping Clerks

8/10

AI and advanced software can now efficiently handle payroll calculations, time tracking, data entry, and compliance verification with minimal human …

Finance $45030

Pediatric Surgeons

6/10

AI will transform pediatric surgery through advanced imaging analysis, predictive diagnostics, robotic surgical assistance, and personalized treatment …

Healthcare $409500

Pediatricians, General

5/10

AI will significantly augment pediatric practice through advanced diagnostic support, predictive health analytics, and personalized treatment …

Healthcare $190000

Personal Care and Service Workers, All Other

6/10

AI will incrementally transform this occupation through advanced scheduling, personalized care planning, and predictive assistance technologies. …

Professional & Scientific Services $29210

Personal Financial Advisors

7/10

AI will significantly transform personal financial advising by automating routine analysis, investment recommendations, and risk assessments. Advanced …

Finance $95390

Personal Service Managers, All Other

7/10

AI will significantly transform personal service management through advanced predictive analytics, automated scheduling, performance tracking, and …

Professional & Scientific Services $87500

Pest Control Workers

5/10

AI will incrementally transform pest control through advanced diagnostic tools, predictive infestation modeling, and robotic assistance. Machine …

Professional & Scientific Services $37540

Pesticide Handlers, Sprayers, and Applicators, Vegetation

7/10

AI and robotic systems are increasingly capable of precise pesticide application using GPS, drone technology, and machine learning for targeted …

Agriculture, Forestry & Fishing $37280

Petroleum Engineers

7/10

AI will significantly transform petroleum engineering by enhancing data processing, geological modeling, and predictive analytics. Machine learning …

Energy & Utilities $137330

Petroleum Pump System Operators, Refinery Operators, and Gaugers

7/10

AI and advanced sensor technologies are increasingly capable of monitoring complex industrial processes with greater precision and reliability than …

Energy & Utilities $76690

Pharmacists

7/10

AI will significantly transform pharmacy practice by automating complex medication screening, drug interaction detection, and personalized medication …

Healthcare $128710

Pharmacy Aides

7/10

Pharmacy aides perform many repetitive, rule-based tasks that are increasingly susceptible to AI and robotic automation. Advanced systems can manage …

Healthcare $35020

Pharmacy Technicians

7/10

AI and robotic technologies are increasingly capable of performing precise medication counting, labeling, and dispensing tasks with greater accuracy …

Healthcare $36740

Philosophy and Religion Teachers, Postsecondary

4/10

AI will primarily augment rather than replace philosophy and religion teaching. Advanced AI could assist in research, provide supplemental …

Education & Training $75240

Phlebotomists

4/10

AI and robotic technologies will partially transform phlebotomy through advanced blood collection assistance, precision sampling, and diagnostic …

Healthcare $38650

Photographers

7/10

AI technologies are rapidly transforming photography through advanced generative models, computational imaging, and intelligent editing tools. While …

Media & Entertainment $45000

Photographic Process Workers and Processing Machine Operators

8/10

AI and advanced digital technologies are rapidly transforming photographic processing, enabling automated image enhancement, color correction, and …

Professional & Scientific Services $28750

Physical Scientists, All Other

7/10

AI technologies are increasingly capable of processing large scientific datasets, running complex simulations, and generating predictive models across …

Professional & Scientific Services $95420

Physical Therapist Aides

6/10

AI and robotic technologies will increasingly support physical therapist aides in administrative tasks, patient tracking, and basic movement …

Healthcare $57750

Physical Therapist Assistants

6/10

AI technologies will increasingly support physical therapist assistants through advanced motion analysis, personalized exercise recommendation …

Healthcare $62770

Physical Therapists

4/10

AI will likely augment physical therapy through advanced diagnostic tools, personalized treatment planning, and motion analysis technologies. While …

Healthcare $95620

Physician Assistants

6/10

AI will significantly augment physician assistant work through advanced diagnostic tools, predictive analytics, and clinical decision support systems. …

Healthcare $121530

Physicians, All Other

7/10

AI will dramatically transform medical diagnostics, analysis, and treatment planning through advanced machine learning algorithms and predictive …

Healthcare $208000

Physicians, Pathologists

7/10

AI will significantly transform pathology through advanced diagnostic algorithms, rapid image analysis, and predictive modeling. Machine learning …

Healthcare $312000

Physicists

7/10

AI will significantly transform physics research by accelerating data analysis, simulation, and modeling capabilities. Machine learning algorithms can …

Professional & Scientific Services $128950

Physics Teachers, Postsecondary

6/10

AI will significantly transform postsecondary physics teaching by providing advanced simulation tools, personalized learning algorithms, and adaptive …

Education & Training $95410

Pile Driver Operators

5/10

Pile driving involves complex physical tasks in variable environments, making complete automation challenging. However, AI and robotics will …

Construction & Extraction $62640

Pipelayers

6/10

AI and robotic technologies will incrementally transform pipelaying through advanced mapping, precision guidance systems, and semi-autonomous …

Construction & Extraction $56330

Plant and System Operators, All Other

8/10

AI and advanced robotics are increasingly capable of handling complex plant monitoring, control, and operational tasks with greater precision and …

Energy & Utilities $62450

Plasterers and Stucco Masons

4/10

AI and robotic technologies will incrementally transform plasterers' work through enhanced design tools, precision measurement systems, and augmented …

Construction & Extraction $47810

Plating Machine Setters, Operators, and Tenders, Metal and Plastic

8/10

AI and advanced robotics can precisely control plating machine operations with greater consistency and accuracy than human workers. Machine learning …

Manufacturing $38450

Plumbers, Pipefitters, and Steamfitters

4/10

AI will likely augment plumbing work through advanced diagnostic tools, predictive maintenance systems, and design optimization software. While full …

Construction & Extraction $59880

Podiatrists

5/10

AI will transform podiatry through advanced diagnostic imaging analysis, predictive risk assessment, and personalized treatment recommendations. …

Healthcare $145840

Police and Sheriff's Patrol Officers

6/10

AI will transform policing through advanced data analysis, predictive modeling, and automated documentation. Technologies like computer vision, …

Government & Public Administration $67290

Political Science Teachers, Postsecondary

6/10

AI will significantly transform political science teaching by providing advanced research tools, personalized learning platforms, and data analysis …

Education & Training $84090

Political Scientists

6/10

AI will significantly transform political science by automating data collection, statistical analysis, and predictive modeling. Machine learning …

Government & Public Administration $122510

Postal Service Clerks

7/10

Postal service clerks perform many repetitive, rules-based tasks that are increasingly susceptible to AI and robotic automation. Advanced machine …

Government & Public Administration $45520

Postal Service Mail Carriers

7/10

AI and robotics technologies are rapidly advancing in logistics and delivery sectors. Autonomous vehicles, drone delivery, and advanced routing …

Government & Public Administration $55210

Postal Service Mail Sorters, Processors, and Processing Machine Operators

9/10

AI and robotic technologies are rapidly developing advanced sorting, scanning, and processing capabilities that can replace human mail sorting with …

Government & Public Administration $51020

Postmasters and Mail Superintendents

7/10

AI and advanced logistics technologies are increasingly capable of managing complex mail routing, tracking, and operational scheduling with greater …

Government & Public Administration $74530

Postsecondary Teachers, All Other

7/10

AI will significantly transform postsecondary teaching by providing advanced tools for curriculum development, personalized learning pathways, and …

Education & Training $79640

Pourers and Casters, Metal

7/10

Metal pouring and casting involves precise, repeatable physical tasks that are increasingly being automated through advanced robotics and …

Manufacturing $42500

Power Distributors and Dispatchers

7/10

AI and advanced machine learning algorithms can significantly transform power distribution by enabling more sophisticated predictive maintenance, …

Energy & Utilities $98410

Power Plant Operators

8/10

Power plant operations increasingly leverage AI for real-time monitoring, predictive maintenance, and complex system optimization. Advanced machine …

Energy & Utilities $89090

Precision Instrument and Equipment Repairers, All Other

7/10

AI and advanced robotics will increasingly be able to perform precise diagnostic assessments and execute complex repair protocols. Machine learning …

Professional & Scientific Services $59420

Prepress Technicians and Workers

8/10

AI and advanced software are rapidly transforming prepress workflows by automating image correction, color management, layout optimization, and file …

Media & Entertainment $47130

Preschool Teachers, Except Special Education

4/10

AI will primarily augment rather than replace preschool teaching roles. Technology may assist with administrative tasks, lesson planning, and …

Education & Training $35330

Pressers, Textile, Garment, and Related Materials

8/10

AI and advanced robotics can precisely control pressing machinery with greater consistency and efficiency than human workers. Computer vision systems …

Professional & Scientific Services $28340

Print Binding and Finishing Workers

8/10

Print binding and finishing processes involve repetitive, precise manual tasks that are increasingly amenable to robotic and AI-driven automation. …

Media & Entertainment $37480

Printing Press Operators

8/10

AI and advanced robotics are rapidly transforming printing technologies, enabling more precise, efficient, and automated print production processes. …

Media & Entertainment $37520

Private Detectives and Investigators

6/10

AI will significantly transform investigative work by automating data collection, pattern recognition, and preliminary research. Advanced algorithms …

Professional & Scientific Services $52500

Probation Officers and Correctional Treatment Specialists

6/10

AI will significantly transform probation and correctional treatment work by providing advanced predictive analytics for recidivism risk, automating …

Government & Public Administration $59860

Procurement Clerks

8/10

Procurement clerks perform numerous rules-based tasks involving data entry, order processing, vendor communication, and inventory tracking. AI and …

Manufacturing $42180

Producers and Directors

7/10

AI will transform producers and directors' workflows by providing advanced predictive analytics, script optimization, and production efficiency tools. …

Media & Entertainment $78690

Production Workers, All Other

8/10

Production workers in general manufacturing settings are highly susceptible to AI and robotic automation. Advanced machine learning and robotics can …

Manufacturing $34480

Production, Planning, and Expediting Clerks

8/10

Production planning and expediting roles involve significant data management, scheduling, and process tracking that are increasingly being automated …

Manufacturing $47110

Project Management Specialists

7/10

AI will significantly transform project management by automating routine tasks like data analysis, resource allocation, and progress tracking. …

Professional & Scientific Services $95370

Proofreaders and Copy Markers

8/10

AI technologies like large language models and advanced grammar/style checking algorithms can rapidly analyze text for errors, inconsistencies, and …

Media & Entertainment $45110

Property Appraisers and Assessors

7/10

AI technologies are increasingly capable of analyzing property characteristics, market trends, and comparative data with high precision. Machine …

Finance $61190

Property, Real Estate, and Community Association Managers

7/10

AI will significantly transform property management through advanced data analytics, predictive maintenance scheduling, tenant communication …

Professional & Scientific Services $98890

Prosthodontists

6/10

AI will significantly transform prosthodontic practice through advanced diagnostic imaging, computer-aided design of prosthetics, and precision …

Healthcare $186370

Protective Service Workers, All Other

6/10

AI will increasingly support protective service workers through advanced monitoring technologies, predictive analytics, and decision support systems. …

Government & Public Administration $48490

Psychiatric Aides

5/10

AI will likely transform psychiatric aide roles by providing advanced monitoring technologies, predictive risk assessment, and administrative support. …

Healthcare $35870

Psychiatric Technicians

6/10

AI will significantly transform psychiatric technician roles by providing advanced diagnostic support, predictive behavioral analysis, and …

Healthcare $36570

Psychiatrists

6/10

AI will significantly augment psychiatric practice through diagnostic support, predictive analytics, and personalized treatment planning. Machine …

Healthcare $249760

Psychologists, All Other

6/10

AI will transform psychological practice by providing advanced diagnostic tools, predictive analytics for mental health risks, and personalized …

Healthcare $82180

Psychology Teachers, Postsecondary

6/10

AI will significantly transform postsecondary psychology teaching by providing advanced research tools, personalized learning platforms, and automated …

Education & Training $78470

Public Relations Managers

7/10

AI will dramatically transform public relations management by automating routine communications, sentiment analysis, and media tracking. Advanced …

Media & Entertainment $125580

Public Relations Specialists

7/10

AI will significantly transform public relations by automating routine tasks like press release drafting, media tracking, and sentiment analysis. …

Media & Entertainment $62810

Public Safety Telecommunicators

7/10

AI technologies are increasingly capable of handling initial call screening, data entry, and basic emergency response protocols. Advanced natural …

Government & Public Administration $46080

Pump Operators, Except Wellhead Pumpers

7/10

Pump operators manage complex machinery with standardized operational procedures, making them prime candidates for AI-driven automation. Advanced …

Energy & Utilities $54000

Purchasing Managers

7/10

AI will fundamentally transform purchasing management by automating routine data analysis, market research, and supplier screening processes. Advanced …

Manufacturing $132660

Radiation Therapists

6/10

AI will increasingly support radiation therapy through advanced imaging analysis, treatment optimization, and precision targeting. Machine learning …

Healthcare $82790

Radio, Cellular, and Tower Equipment Installers and Repairers

6/10

AI and robotics will increasingly assist in diagnostic processes, equipment monitoring, and predictive maintenance. Advanced augmented reality and …

Technology $59490

Radiologic Technologists and Technicians

7/10

AI will significantly transform radiologic technologies through advanced image recognition, automated diagnostic screening, and predictive analysis. …

Healthcare $61900

Radiologists

8/10

AI technologies are rapidly developing advanced capabilities in medical image interpretation, potentially transforming radiological diagnostics. …

Healthcare $413500

Rail Car Repairers

7/10

AI and robotics will significantly transform rail car repair by enabling advanced diagnostic systems, automated inspection processes, and precision …

Transportation & Logistics $62540

Rail Transportation Workers, All Other

7/10

Rail transportation roles are increasingly susceptible to AI and automation technologies. Advanced machine learning, sensor networks, and autonomous …

Transportation & Logistics $62750

Rail Yard Engineers, Dinkey Operators, and Hostlers

7/10

AI and autonomous technologies are increasingly capable of managing complex rail yard logistics, tracking equipment, and coordinating movement with …

Transportation & Logistics $62450

Rail-Track Laying and Maintenance Equipment Operators

7/10

AI and robotics are increasingly capable of performing precise, repetitive track maintenance tasks with high accuracy and lower labor costs. Advanced …

Transportation & Logistics $52490

Railroad Brake, Signal, and Switch Operators and Locomotive Firers

8/10

AI and advanced automation technologies are increasingly capable of managing complex rail switching, signaling, and operational tasks with greater …

Transportation & Logistics $62370

Railroad Conductors and Yardmasters

7/10

AI and autonomous technologies are increasingly capable of managing complex transportation logistics and route planning. Advanced sensor systems and …

Transportation & Logistics $63120

Real Estate Brokers

7/10

AI will significantly transform real estate brokerage by automating market research, property matching, and initial client screening. Advanced …

Professional & Scientific Services $62990

Real Estate Sales Agents

7/10

AI will significantly transform real estate sales by automating property search, market trend analysis, and initial client screening. Advanced …

Professional & Scientific Services $62990

Receptionists and Information Clerks

8/10

AI technologies like natural language processing, chatbots, and intelligent virtual assistants are increasingly capable of handling scheduling, basic …

Professional & Scientific Services $38800

Recreation and Fitness Studies Teachers, Postsecondary

5/10

AI will transform postsecondary recreation and fitness teaching through personalized learning platforms, adaptive curriculum design, and advanced …

Education & Training $75000

Recreation Workers

4/10

AI will incrementally transform recreation work by automating routine administrative tasks and enhancing personalization of recreational experiences. …

Media & Entertainment $29960

Recreational Therapists

4/10

AI will augment rather than replace recreational therapists by providing data analysis, personalized treatment recommendations, and administrative …

Healthcare $52380

Recreational Vehicle Service Technicians

6/10

AI will increasingly assist RV service technicians through advanced diagnostic tools, predictive maintenance algorithms, and augmented reality repair …

Transportation & Logistics $52500

Refractory Materials Repairers, Except Brickmasons

6/10

AI and robotic technologies are increasingly capable of precision measurement, damage assessment, and material replacement tasks. Advanced sensors and …

Manufacturing $52670

Refuse and Recyclable Material Collectors

7/10

AI and robotic technologies are increasingly capable of performing waste collection tasks with advanced sensing, routing, and autonomous navigation. …

Transportation & Logistics $41480

Registered Nurses

6/10

AI will transform nursing by enhancing diagnostic accuracy, streamlining administrative tasks, and providing predictive patient risk analysis. …

Healthcare $77600

Rehabilitation Counselors

4/10

AI will transform rehabilitation counseling by enhancing diagnostic tools, personalizing treatment plans, and streamlining documentation. Machine …

Healthcare $47650

Reinforcing Iron and Rebar Workers

4/10

AI and robotics will incrementally transform this occupation through advanced site mapping, design optimization, and robotic assistance. Augmentation …

Construction & Extraction $52520

Religious Workers, All Other

4/10

AI will likely augment rather than replace religious workers, potentially assisting with administrative tasks, research, and communication. However, …

Professional & Scientific Services $48990

Reservation and Transportation Ticket Agents and Travel Clerks

8/10

AI and advanced booking systems are rapidly transforming reservation and ticketing processes. Intelligent chatbots, predictive algorithms, and …

Transportation & Logistics $44810

Residential Advisors

6/10

AI will transform residential advisor roles by automating documentation, scheduling, and communication tracking. Advanced AI systems could assist in …

Education & Training $37600

Respiratory Therapists

6/10

AI will significantly augment respiratory therapy through advanced diagnostic algorithms, predictive monitoring, and treatment optimization. While …

Healthcare $62810

Retail Salespersons

7/10

Retail sales roles are increasingly vulnerable to AI and automation technologies. Digital interfaces, chatbots, augmented reality product …

Retail $29630

Riggers

6/10

AI and robotic systems will increasingly handle complex load calculations, spatial positioning, and predictive safety assessments. Advanced sensors …

Construction & Extraction $55420

Rock Splitters, Quarry

6/10

AI and robotic technologies are increasingly capable of performing precise rock splitting and quarrying tasks. Advanced sensing technologies and …

Construction & Extraction $48500

Rolling Machine Setters, Operators, and Tenders, Metal and Plastic

8/10

Rolling machine operations involve highly standardized, repetitive tasks with precise mechanical requirements that are ideal for AI and robotic …

Manufacturing $42480

Roof Bolters, Mining

6/10

AI and robotic technologies will increasingly support roof bolting through advanced mapping, predictive positioning, and remote operation …

Construction & Extraction $54670

Roofers

4/10

Roofing involves complex physical environments and requires adaptive problem-solving that currently limits complete automation. However, AI …

Construction & Extraction $47110

Rotary Drill Operators, Oil and Gas

7/10

AI and robotics are rapidly transforming oil and gas extraction through advanced autonomous drilling technologies, real-time data analysis, and …

Energy & Utilities $56690

Roustabouts, Oil and Gas

7/10

AI and robotic technologies are increasingly capable of performing manual labor tasks in oil and gas extraction. Advanced sensors, autonomous …

Energy & Utilities $47750

Sailors and Marine Oilers

7/10

AI and autonomous technologies are rapidly transforming maritime operations, with significant potential for remote vessel monitoring, automated …

Transportation & Logistics $47880

Sales and Related Workers, All Other

7/10

AI technologies are increasingly capable of handling routine sales interactions, customer segmentation, and predictive sales analytics. Generative AI …

Retail $52870

Sales Engineers

7/10

AI will significantly transform sales engineering by automating technical documentation, proposal generation, and initial customer screening. Advanced …

Professional & Scientific Services $108830

Sales Managers

7/10

AI will dramatically transform sales management by providing predictive analytics, automated customer segmentation, and real-time performance …

Retail $132290

Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel

7/10

AI technologies are increasingly capable of handling initial customer engagement, lead qualification, and personalized product recommendations. …

Professional & Scientific Services $62980

Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products

7/10

AI will significantly transform wholesale and manufacturing sales representative roles through advanced customer relationship management, predictive …

Manufacturing $62840

Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products

7/10

AI will substantially transform sales representative roles by automating lead generation, customer segmentation, and initial engagement processes. …

Manufacturing $89250

Sawing Machine Setters, Operators, and Tenders, Wood

8/10

AI and advanced robotics can increasingly perform precise cutting, measurement, and material handling tasks with greater consistency and efficiency …

Manufacturing $37480

School Bus Monitors

6/10

AI and autonomous technologies will gradually transform school bus monitoring through advanced video surveillance, behavior tracking, and remote …

Transportation & Logistics $32250

School Psychologists

5/10

AI will likely augment rather than replace school psychologists, providing advanced diagnostic tools, predictive behavioral analytics, and …

Education & Training $81040

Secondary School Teachers, Except Special and Career/Technical Education

6/10

AI will transform secondary education by providing adaptive learning technologies, personalized curriculum recommendations, and intelligent tutoring …

Education & Training $61660

Secretaries and Administrative Assistants, Except Legal, Medical, and Executive

8/10

Administrative assistant roles involve numerous repetitive tasks like scheduling, document management, communication routing, and data entry that are …

Professional & Scientific Services $40990

Securities, Commodities, and Financial Services Sales Agents

8/10

AI technologies are increasingly capable of analyzing market trends, generating investment recommendations, and providing personalized financial …

Finance $64770

Security and Fire Alarm Systems Installers

6/10

AI will significantly transform this occupation through advanced diagnostic tools, predictive maintenance systems, and augmented installation …

Construction & Extraction $62180

Security Guards

6/10

AI will significantly transform security guard roles by introducing advanced monitoring technologies, predictive threat detection, and autonomous …

Professional & Scientific Services $31050

Self-Enrichment Teachers

6/10

AI will significantly transform self-enrichment teaching by providing personalized learning recommendations, generating adaptive course content, and …

Education & Training $43050

Semiconductor Processing Technicians

8/10

AI and advanced robotics are increasingly capable of performing precise semiconductor manufacturing tasks with higher consistency and lower error …

Manufacturing $47010

Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

8/10

This occupation involves precise machine operations in chemical, pharmaceutical, and manufacturing settings where consistency and accuracy are …

Manufacturing $47990

Septic Tank Servicers and Sewer Pipe Cleaners

4/10

While AI and robotics will incrementally transform this occupation, complete automation remains challenging due to the unstructured and physically …

Construction & Extraction $47980

Service Unit Operators, Oil and Gas

7/10

AI and advanced robotics are increasingly capable of managing complex industrial processes with minimal human intervention. For service unit …

Energy & Utilities $62540

Set and Exhibit Designers

7/10

AI will significantly transform set and exhibit design by providing advanced generative design capabilities, rapid prototyping, and visualization …

Media & Entertainment $62840

Sewers, Hand

8/10

Hand sewing involves precise, repetitive tasks that can be increasingly performed by advanced robotic systems with computer vision and machine …

Manufacturing $29120

Sewing Machine Operators

8/10

Sewing machine operators perform structured, repetitive tasks that are increasingly being replaced by advanced robotic systems and AI-guided …

Manufacturing $32480

Shampooers

7/10

AI and robotic technologies are increasingly capable of performing precise, repetitive tasks like hair washing and scalp treatment. Advanced robotic …

Professional & Scientific Services $24780

Sheet Metal Workers

6/10

AI and robotic technologies will transform sheet metal work through advanced design modeling, precision cutting, and automated fabrication processes. …

Construction & Extraction $55920

Ship Engineers

7/10

Ship engineering is increasingly integrating advanced technologies, with AI capable of monitoring complex maritime systems, predicting maintenance …

Transportation & Logistics $79840

Shipping, Receiving, and Inventory Clerks

8/10

AI and robotic systems are rapidly transforming inventory and logistics management through advanced tracking, predictive analytics, and autonomous …

Transportation & Logistics $36480

Shoe and Leather Workers and Repairers

5/10

AI and robotic technologies will increasingly impact shoe and leather repair through advanced pattern recognition, precision cutting, and automated …

Professional & Scientific Services $37480

Shoe Machine Operators and Tenders

8/10

Shoe machine operation involves highly structured, repetitive tasks that are ideal for AI and robotic automation. Advanced machine learning and …

Manufacturing $35640

Shuttle Drivers and Chauffeurs

8/10

Autonomous vehicle technologies are rapidly developing, with significant investments from major tech and automotive companies. Self-driving shuttles …

Transportation & Logistics $37060

Signal and Track Switch Repairers

6/10

AI and robotics will increasingly support signal and track switch repair through advanced diagnostic technologies, predictive maintenance algorithms, …

Transportation & Logistics $62540

Skincare Specialists

5/10

AI will significantly transform skincare specialist roles through advanced diagnostic tools, personalized treatment recommendation algorithms, and …

Professional & Scientific Services $36510

Slaughterers and Meat Packers

8/10

AI and robotics are increasingly capable of performing precise cutting, sorting, and packaging tasks with greater consistency and efficiency than …

Manufacturing $34460

Social and Community Service Managers

6/10

AI will significantly transform this role by automating administrative tasks, streamlining program data tracking, and providing predictive analytics …

Healthcare $74000

Social and Human Service Assistants

5/10

AI will transform this role by augmenting administrative tasks and providing data-driven insights, but cannot replace core human empathy and …

Healthcare $38520

Social Science Research Assistants

7/10

AI technologies will significantly transform research assistance by automating routine data processing, statistical analysis, and literature scanning. …

Professional & Scientific Services $49530

Social Sciences Teachers, Postsecondary, All Other

6/10

AI will transform postsecondary social sciences teaching through adaptive learning platforms, automated research assistance, and personalized …

Education & Training $84090

Social Scientists and Related Workers, All Other

6/10

AI will significantly transform research methodologies and data analysis processes for social scientists. Advanced machine learning models can rapidly …

Professional & Scientific Services $89130

Social Work Teachers, Postsecondary

5/10

AI will transform social work education through advanced simulation, personalized learning tools, and research analytics. However, the deeply …

Education & Training $68490

Social Workers, All Other

5/10

AI will significantly augment social work by providing advanced data analysis, risk assessment, and administrative support. While core empathy and …

Healthcare $55000

Sociologists

6/10

AI will significantly transform sociological research by automating data collection, processing, and initial analysis. Machine learning algorithms can …

Professional & Scientific Services $92760

Sociology Teachers, Postsecondary

6/10

AI will significantly transform postsecondary sociology teaching by providing advanced research tools, personalized learning platforms, and data …

Education & Training $76840

Software Developers

8/10

AI will dramatically transform software development by automating code generation, debugging, and routine programming tasks. Large language models and …

Technology $120730

Software Quality Assurance Analysts and Testers

7/10

AI will dramatically transform software testing by automating repetitive test case creation, executing complex test scenarios, and providing …

Technology $98220

Soil and Plant Scientists

6/10

AI will increasingly support soil and plant scientists by providing advanced data analysis, predictive modeling of crop performance, and environmental …

Agriculture, Forestry & Fishing $74160

Solar Photovoltaic Installers

5/10

AI will increasingly assist solar PV installers through advanced planning, design optimization, and predictive installation techniques. While core …

Energy & Utilities $45230

Sound Engineering Technicians

7/10

AI technologies are increasingly capable of complex audio processing, signal manipulation, and sound synthesis. Machine learning algorithms can now …

Media & Entertainment $52390

Special Education Teachers, All Other

4/10

AI will likely support special education teachers through personalized learning tools, diagnostic assessments, and adaptive curriculum planning. …

Education & Training $61660

Special Education Teachers, Kindergarten and Elementary School

4/10

AI will primarily augment special education teaching through personalized learning tools, adaptive assessment technologies, and individualized …

Education & Training $61820

Special Education Teachers, Middle School

4/10

AI will likely augment rather than replace special education teaching, providing diagnostic tools, personalized learning support, and administrative …

Education & Training $61660

Special Education Teachers, Preschool

4/10

AI will primarily augment rather than replace special education teaching, offering personalized learning support, adaptive assessment tools, and …

Education & Training $61730

Special Education Teachers, Secondary School

4/10

AI will likely augment rather than replace special education teaching through personalized learning tools, adaptive assessment technologies, and …

Education & Training $66490

Special Effects Artists and Animators

7/10

AI will dramatically transform special effects and animation by automating repetitive rendering, motion capture, and preliminary design tasks. …

Media & Entertainment $81780

Speech-Language Pathologists

5/10

AI will augment rather than replace speech-language pathology by providing advanced diagnostic tools, predictive analytics, and personalized treatment …

Healthcare $79120

Stationary Engineers and Boiler Operators

7/10

AI and advanced sensor technologies can increasingly monitor equipment performance, predict maintenance needs, and dynamically adjust operational …

Energy & Utilities $62040

Statistical Assistants

8/10

Statistical assistants perform repetitive data entry, basic statistical calculations, and report generation tasks that are increasingly being …

Professional & Scientific Services $45760

Statisticians

7/10

AI will dramatically transform statistical work by automating routine data processing, cleaning, and basic analysis tasks. Advanced machine learning …

Professional & Scientific Services $95570

Stockers and Order Fillers

8/10

Warehouse and inventory management roles are prime candidates for AI and robotic automation. Advanced robotic systems can now navigate warehouses, …

Transportation & Logistics $29660

Stonemasons

3/10

AI and robotics will incrementally impact stonemasons through design assistance, precision measurement tools, and material optimization technologies. …

Construction & Extraction $47810

Structural Iron and Steel Workers

5/10

AI and robotic technologies will increasingly assist structural iron and steel workers through advanced planning, design visualization, and precision …

Construction & Extraction $56690

Structural Metal Fabricators and Fitters

7/10

AI and advanced robotics will significantly transform metal fabrication through computer-aided design, precision robotic manufacturing, and automated …

Manufacturing $47330

Substance Abuse, Behavioral Disorder, and Mental Health Counselors

5/10

AI will transform mental health counseling through advanced diagnostic tools, predictive analytics, and personalized treatment recommendations. …

Healthcare $48520

Substitute Teachers, Short-Term

6/10

AI will significantly transform substitute teaching by providing advanced lesson preparation tools, adaptive learning resources, and real-time …

Education & Training $35220

Subway and Streetcar Operators

8/10

AI and autonomous technologies are rapidly advancing in public transportation, with significant potential to replace human operators. Advanced sensor …

Transportation & Logistics $67100

Surgeons, All Other

7/10

AI will dramatically transform surgical practice through enhanced diagnostic imaging, robotic surgical assistance, predictive risk modeling, and …

Healthcare $413500

Surgical Assistants

6/10

AI will significantly augment surgical assistance through advanced imaging, predictive analytics, and robotic support systems. While complete …

Healthcare $75000

Surgical Technologists

6/10

AI will significantly transform surgical technology through advanced robotic systems, image recognition, and predictive analytics. While human …

Healthcare $48510

Survey Researchers

7/10

Survey research is increasingly vulnerable to AI technologies that can design sophisticated sampling strategies, automate questionnaire design, and …

Professional & Scientific Services $59870

Surveying and Mapping Technicians

7/10

AI and advanced robotics are rapidly transforming surveying through autonomous drones, machine learning image processing, and real-time geospatial …

Construction & Extraction $67300

Surveyors

7/10

AI will significantly transform surveying by enabling more precise, rapid, and cost-effective data collection and analysis. Advanced machine learning …

Construction & Extraction $68880

Switchboard Operators, Including Answering Service

9/10

AI and automated communication systems are rapidly replacing traditional switchboard and answering services. Conversational AI, intelligent call …

Customer Service $36020

Tailors, Dressmakers, and Custom Sewers

7/10

AI will significantly transform custom sewing through advanced design algorithms, virtual fitting technologies, and automated pattern generation. …

Professional & Scientific Services $35990

Tank Car, Truck, and Ship Loaders

7/10

AI and robotic systems are increasingly capable of managing complex loading operations with precision and efficiency. Advanced sensors, computer …

Transportation & Logistics $47680

Tapers

6/10

AI and robotic technologies will increasingly assist tapers through advanced measurement tools, augmented reality guidance systems, and predictive …

Construction & Extraction $48290

Tax Examiners and Collectors, and Revenue Agents

7/10

AI and machine learning technologies are increasingly capable of processing complex tax regulations, analyzing financial documents, and identifying …

Government & Public Administration $56500

Tax Preparers

8/10

AI and machine learning technologies are rapidly developing sophisticated tax preparation algorithms that can process complex tax scenarios with high …

Finance $47530

Taxi Drivers

9/10

Taxi driving is a prime candidate for AI and autonomous vehicle disruption. Self-driving technologies are rapidly advancing, with companies like Waymo …

Transportation & Logistics $32320

Teachers and Instructors, All Other

6/10

AI will transform teaching by providing personalized learning experiences, adaptive assessment, and intelligent tutoring systems. While AI cannot …

Education & Training $52470

Teaching Assistants, Except Postsecondary

6/10

AI will significantly transform teaching assistant roles by automating administrative tasks, grading, and student progress tracking. AI tools will …

Education & Training $62000

Teaching Assistants, Postsecondary

6/10

AI will significantly transform postsecondary teaching assistant roles by automating routine tasks like grading, record-keeping, and basic student …

Education & Training $38290

Technical Writers

7/10

AI technologies like natural language processing and generative models will significantly transform technical writing by automating initial draft …

Professional & Scientific Services $78500

Telecommunications Equipment Installers and Repairers, Except Line Installers

7/10

AI and advanced robotics will significantly transform this occupation by automating complex diagnostic procedures, remote monitoring, and equipment …

Technology $59490

Telecommunications Line Installers and Repairers

6/10

AI and robotic technologies will significantly transform this occupation by enabling more predictive maintenance, remote diagnostics, and automated …

Technology $59190

Telemarketers

9/10

AI and advanced natural language processing technologies can now simulate human-like conversations, manage complex call scripts, and dynamically …

Customer Service $28000

Telephone Operators

9/10

Telephone operators perform structured communication tasks that are increasingly being replaced by AI-powered interactive voice response (IVR) systems …

Customer Service $37660

Tellers

8/10

Bank teller roles are highly susceptible to AI and automation technologies due to the repetitive, rules-based nature of financial transactions. …

Finance $36370

Terrazzo Workers and Finishers

5/10

AI and robotic technologies are likely to transform terrazzo work by introducing advanced surface scanning, precision cutting, and design optimization …

Construction & Extraction $47500

Textile Bleaching and Dyeing Machine Operators and Tenders

8/10

AI and advanced robotics can precisely control textile coloration processes with greater consistency and efficiency than human operators. Machine …

Manufacturing $37480

Textile Cutting Machine Setters, Operators, and Tenders

8/10

AI and advanced robotics are increasingly capable of performing precise cutting tasks with superior accuracy and consistency. Machine learning …

Manufacturing $35480

Textile Knitting and Weaving Machine Setters, Operators, and Tenders

8/10

AI and advanced robotics can increasingly handle complex machine setup, pattern recognition, quality control, and continuous operation with minimal …

Manufacturing $37540

Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders

8/10

AI and advanced robotics can precisely control machine parameters, monitor quality, and adjust textile processing with greater consistency and …

Manufacturing $37450

Textile, Apparel, and Furnishings Workers, All Other

8/10

AI and advanced robotics are increasingly capable of performing precise, repetitive textile manufacturing tasks with greater speed and consistency …

Manufacturing $32480

Therapists, All Other

6/10

AI will transform therapeutic practices by providing advanced diagnostic support, predictive analytics for treatment planning, and augmented clinical …

Healthcare $87000

Tile and Stone Setters

4/10

AI and robotics will likely assist tile and stone setters through design visualization, precision measurement, and planning tools. Advanced robotic …

Construction & Extraction $47300

Timing Device Assemblers and Adjusters

8/10

Timing device assembly involves precise, repetitive tasks that are ideal for robotic automation. AI-driven computer vision and precision robotics can …

Manufacturing $37450

Tire Builders

8/10

Tire building involves highly structured, repetitive tasks that are prime candidates for robotic and AI-driven automation. Advanced machine learning …

Manufacturing $37500

Tire Repairers and Changers

7/10

AI and robotics are increasingly capable of performing precise tire mounting, balancing, and replacement tasks with high accuracy. Advanced sensor …

Transportation & Logistics $45470

Title Examiners, Abstractors, and Searchers

8/10

AI technologies can rapidly process and search large document databases, perform complex record matching, and extract relevant information with high …

Finance $52000

Tool and Die Makers

7/10

Tool and die making involves intricate design and manufacturing processes that are increasingly being augmented by AI-powered design software, robotic …

Manufacturing $56270

Tool Grinders, Filers, and Sharpeners

8/10

Tool grinding and sharpening involve highly predictable, rule-based tasks that are prime candidates for AI and robotic automation. Advanced machine …

Manufacturing $42340

Tour and Travel Guides

6/10

AI will transform tour guiding through personalized digital experiences, real-time translation, augmented reality historical information, and adaptive …

Hospitality & Tourism $35660

Traffic Technicians

7/10

Traffic technicians perform tasks highly susceptible to AI automation, particularly in data collection, traffic flow analysis, and signal timing …

Transportation & Logistics $52670

Training and Development Managers

6/10

AI will significantly transform training and development management by automating content creation, personalized learning pathways, and performance …

Education & Training $120000

Training and Development Specialists

7/10

AI will dramatically transform training and development by enabling hyper-personalized learning experiences, automated content generation, and …

Education & Training $62970

Transit and Railroad Police

4/10

AI will likely augment transit and railroad police work through advanced surveillance, predictive analytics, and threat detection technologies. While …

Government & Public Administration $68500

Transportation Inspectors

7/10

Transportation inspectors perform systematic checks that involve pattern recognition, documentation, and rule-based decision making - areas where AI …

Transportation & Logistics $75690

Transportation Security Screeners

7/10

AI and advanced computer vision technologies are increasingly capable of analyzing security screening imagery with high accuracy. Machine learning …

Government & Public Administration $45250

Transportation Workers, All Other

7/10

AI and automation technologies are increasingly capable of handling complex routing, tracking, scheduling, and administrative tasks traditionally …

Transportation & Logistics $48320

Transportation, Storage, and Distribution Managers

7/10

AI technologies will dramatically transform transportation and distribution management through advanced predictive modeling, real-time routing …

Transportation & Logistics $98390

Travel Agents

8/10

AI will dramatically transform travel agent roles by automating routine booking tasks, providing personalized travel recommendations, and handling …

Hospitality & Tourism $46650

Tree Trimmers and Pruners

4/10

AI and robotic technologies will incrementally transform tree trimming through advanced sensing, mapping, and precision cutting technologies. Drones …

Agriculture, Forestry & Fishing $45000

Tutors

7/10

AI will significantly transform tutoring by providing personalized learning experiences through advanced adaptive technologies. Intelligent tutoring …

Education & Training $42090

Umpires, Referees, and Other Sports Officials

5/10

AI technologies will increasingly support sports officiating through advanced video analysis, real-time rule interpretation, and performance tracking. …

Media & Entertainment $55660

Underground Mining Machine Operators, All Other

7/10

Underground mining machine operations involve structured, rule-based tasks that are increasingly amenable to AI and robotic systems. Advanced sensor …

Construction & Extraction $56420

Upholsterers

6/10

AI and robotic technologies will increasingly assist upholsterers through precision cutting, pattern design, and material optimization tools. Advanced …

Manufacturing $38940

Urban and Regional Planners

7/10

AI will significantly transform urban planning by providing advanced predictive modeling, data visualization, and scenario simulation capabilities. …

Government & Public Administration $78500

Ushers, Lobby Attendants, and Ticket Takers

7/10

AI and automated systems are increasingly capable of handling ticketing, entry verification, and seating guidance. Advanced computer vision and sensor …

Media & Entertainment $27030

Veterinarians

6/10

AI will transform veterinary practice by enhancing diagnostic accuracy through advanced imaging analysis, predictive health modeling, and treatment …

Healthcare $99250

Veterinary Assistants and Laboratory Animal Caretakers

4/10

AI will likely augment rather than replace veterinary assistants, with technologies supporting diagnostic processes, record-keeping, and monitoring. …

Healthcare $29930

Veterinary Technologists and Technicians

5/10

AI will transform veterinary technician work through diagnostic support, image analysis, and record management. Advanced machine learning algorithms …

Healthcare $38260

Waiters and Waitresses

6/10

AI and robotics will gradually transform restaurant service through automated ordering systems, robotic food delivery, and smart table management …

Hospitality & Tourism $25410

Watch and Clock Repairers

6/10

AI and robotic technologies are increasingly capable of precision diagnostics and micro-repair tasks. Advanced imaging, predictive maintenance …

Professional & Scientific Services $45370

Water and Wastewater Treatment Plant and System Operators

6/10

AI and advanced sensor technologies will significantly transform water treatment operations by enabling predictive maintenance, real-time quality …

Energy & Utilities $47500

Web and Digital Interface Designers

7/10

AI will significantly transform web and digital interface design by automating repetitive tasks and generating initial design concepts. Generative AI …

Technology $87750

Web Developers

7/10

AI will significantly transform web development by automating routine coding tasks, generating boilerplate code, and providing intelligent design …

Technology $77030

Weighers, Measurers, Checkers, and Samplers, Recordkeeping

8/10

AI and automated systems can efficiently perform measurement, checking, and sampling tasks with high precision and consistency. Advanced computer …

Transportation & Logistics $37540

Welders, Cutters, Solderers, and Brazers

6/10

AI and robotics will significantly transform welding through advanced robotic systems capable of precise, consistent welding across manufacturing …

Manufacturing $47540

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

7/10

AI and advanced robotics are increasingly capable of performing precise welding, soldering, and brazing tasks with higher consistency and accuracy …

Manufacturing $47540

Wellhead Pumpers

7/10

AI and advanced robotics are increasingly capable of monitoring wellhead conditions, detecting anomalies, and managing routine operational tasks. …

Energy & Utilities $54980

Wind Turbine Service Technicians

6/10

AI will transform wind turbine service by enabling predictive maintenance, remote diagnostics, and advanced troubleshooting. Advanced sensors, machine …

Energy & Utilities $56260

Woodworkers, All Other

7/10

AI and advanced robotics will significantly transform woodworking by enabling more precise cutting, design optimization, and automated manufacturing …

Manufacturing $37040

Woodworking Machine Setters, Operators, and Tenders, Except Sawing

8/10

AI and advanced robotics can increasingly handle precise machine setup, monitoring, and adjustment tasks in woodworking. Machine learning algorithms …

Manufacturing $37660

Word Processors and Typists

9/10

Word processing and typing tasks are highly susceptible to AI-driven automation. Advanced language models and text generation algorithms can now …

Professional & Scientific Services $37500

Writers and Authors

8/10

AI technologies like large language models are increasingly capable of generating human-like text, creating content drafts, and assisting in research …

Media & Entertainment $67120

Zoologists and Wildlife Biologists

6/10

AI will significantly transform wildlife research by enhancing data collection, species identification, population tracking, and predictive ecological …

Professional & Scientific Services $66350

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