All occupations by AI exposure

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

Pump Operators, Except Wellhead Pumpers · Transportation58 ElevatedSoftware Developer · Technology57 ElevatedContent Strategist · Marketing57 ElevatedDevOps Engineer · Technology57 ElevatedCloud Engineer · Technology57 ElevatedStatistician · Technology57 ElevatedAdvertising and Promotions Managers · Management57 ElevatedWater Resource Specialists · Management57 ElevatedSocial and Community Service Managers · Management57 ElevatedSpa Managers · Management57 ElevatedBrownfield Redevelopment Specialists and Site Managers · Management57 ElevatedFarm Labor Contractors · Business & Finance57 ElevatedRobotics Technicians · Architecture & Engineering57 ElevatedMaterials Scientists · Science57 ElevatedGeoscientists, Except Hydrologists and Geographers · Science57 ElevatedOccupational Health and Safety Specialists · Science57 ElevatedComputer Science Teachers, Postsecondary · Education57 ElevatedAnthropology and Archeology Teachers, Postsecondary · Education57 ElevatedEconomics Teachers, Postsecondary · Education57 ElevatedEnglish Language and Literature Teachers, Postsecondary · Education57 ElevatedCommercial and Industrial Designers · Arts, Design & Media57 ElevatedMedia Technical Directors/Managers · Arts, Design & Media57 ElevatedWriters and Authors · Arts, Design & Media57 ElevatedAudiologists · Healthcare57 ElevatedNuclear Medicine Technologists · Healthcare57 ElevatedFirst-Line Supervisors of Police and Detectives · Protective Service57 ElevatedDetectives and Criminal Investigators · Protective Service57 ElevatedMail Clerks and Mail Machine Operators, Except Postal Service · Administrative57 ElevatedLog Graders and Scalers · Farming & Forestry57 ElevatedFirst-Line Supervisors of Mechanics, Installers, and Repairers · Installation & Repair57 ElevatedRolling Machine Setters, Operators, and Tenders, Metal and Plastic · Production57 ElevatedExtruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers · Production57 ElevatedExtruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · Production57 ElevatedFurnace, Kiln, Oven, Drier, and Kettle Operators and Tenders · Production57 ElevatedGem and Diamond Workers · Production57 ElevatedTransportation Inspectors · Transportation57 ElevatedTank Car, Truck, and Ship Loaders · Transportation57 ElevatedSales Representative · Sales56 ElevatedData Scientist · Technology56 ElevatedLibrarian · Education56 ElevatedSecurity Managers · Management56 ElevatedArchitectural and Engineering Managers · Management56 ElevatedMeeting, Convention, and Event Planners · Business & Finance56 ElevatedElectronics Engineers, Except Computer · Architecture & Engineering56 ElevatedHuman Factors Engineers and Ergonomists · Architecture & Engineering56 ElevatedAerospace Engineering and Operations Technologists and Technicians · Architecture & Engineering56 ElevatedSoil and Plant Scientists · Science56 ElevatedNeuropsychologists · Science56 ElevatedClinical Neuropsychologists · Science56 ElevatedUrban and Regional Planners · Science56 ElevatedAnthropologists and Archeologists · Science56 ElevatedForensic Science Technicians · Science56 ElevatedEducational, Guidance, and Career Counselors and Advisors · Community & Social Service56 ElevatedMental Health and Substance Abuse Social Workers · Community & Social Service56 ElevatedBusiness Teachers, Postsecondary · Education56 ElevatedEngineering Teachers, Postsecondary · Education56 ElevatedChemistry Teachers, Postsecondary · Education56 ElevatedNursing Instructors and Teachers, Postsecondary · Education56 ElevatedPhilosophy and Religion Teachers, Postsecondary · Education56 ElevatedInterior Designers · Arts, Design & Media56 Elevated