All occupations by AI exposure

Every role we track, ranked from most to least AI-exposed.

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders · Production58 Elevated Light Truck Drivers · Transportation58 Elevated Pump Operators, Except Wellhead Pumpers · Transportation58 Elevated Software Developer · Technology57 Elevated Content Strategist · Marketing57 Elevated DevOps Engineer · Technology57 Elevated Cloud Engineer · Technology57 Elevated Statistician · Technology57 Elevated Social and Community Service Managers · Management57 Elevated Brownfield Redevelopment Specialists and Site Managers · Management57 Elevated Agricultural Engineers · Architecture & Engineering57 Elevated Materials Scientists · Science57 Elevated Geoscientists, Except Hydrologists and Geographers · Science57 Elevated Occupational Health and Safety Specialists · Science57 Elevated Computer Science Teachers, Postsecondary · Education57 Elevated Anthropology and Archeology Teachers, Postsecondary · Education57 Elevated Economics Teachers, Postsecondary · Education57 Elevated Education Teachers, Postsecondary · Education57 Elevated English Language and Literature Teachers, Postsecondary · Education57 Elevated Recreation and Fitness Studies Teachers, Postsecondary · Education57 Elevated Commercial and Industrial Designers · Arts, Design & Media57 Elevated Media Technical Directors/Managers · Arts, Design & Media57 Elevated Audiologists · Healthcare57 Elevated First-Line Supervisors of Police and Detectives · Protective Service57 Elevated Correctional Officers and Jailers · Protective Service57 Elevated First-Line Supervisors of Housekeeping and Janitorial Workers · Building & Grounds57 Elevated Log Graders and Scalers · Farming & Forestry57 Elevated Energy Auditors · Construction57 Elevated Food Batchmakers · Production57 Elevated Rolling Machine Setters, Operators, and Tenders, Metal and Plastic · Production57 Elevated Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers · Production57 Elevated Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · Production57 Elevated Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders · Production57 Elevated Photographic Process Workers and Processing Machine Operators · Production57 Elevated Railroad Conductors and Yardmasters · Transportation57 Elevated Transportation Inspectors · Transportation57 Elevated Tank Car, Truck, and Ship Loaders · Transportation57 Elevated First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services · Personal Care57 Elevated Sales Representative · Sales56 Elevated Data Scientist · Technology56 Elevated Librarian · Education56 Elevated Security Managers · Management56 Elevated Architectural and Engineering Managers · Management56 Elevated Water Resource Specialists · Management56 Elevated Spa Managers · Management56 Elevated Architects, Except Landscape and Naval · Architecture & Engineering56 Elevated Human Factors Engineers and Ergonomists · Architecture & Engineering56 Elevated Aerospace Engineering and Operations Technologists and Technicians · Architecture & Engineering56 Elevated Robotics Technicians · Architecture & Engineering56 Elevated Clinical Neuropsychologists · Science56 Elevated Urban and Regional Planners · Science56 Elevated Anthropologists and Archeologists · Science56 Elevated Substance Abuse and Behavioral Disorder Counselors · Community & Social Service56 Elevated Educational, Guidance, and Career Counselors and Advisors · Community & Social Service56 Elevated Chemistry Teachers, Postsecondary · Education56 Elevated Dietitians and Nutritionists · Healthcare56 Elevated Nuclear Medicine Technologists · Healthcare56 Elevated Fire Inspectors and Investigators · Protective Service56 Elevated Mail Clerks and Mail Machine Operators, Except Postal Service · Administrative56 Elevated First-Line Supervisors of Mechanics, Installers, and Repairers · Installation & Repair56 Elevated