All occupations by AI exposure

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

Door-to-Door Sales Workers, News and Street Vendors, and Related Workers · Sales50 Elevated Weatherization Installers and Technicians · Construction50 Elevated Rotary Drill Operators, Oil and Gas · Construction50 Elevated Computer, Automated Teller, and Office Machine Repairers · Installation & Repair50 Elevated Industrial Machinery Mechanics · Installation & Repair50 Elevated Maintenance and Repair Workers, General · Installation & Repair50 Elevated Coin, Vending, and Amusement Machine Servicers and Repairers · Installation & Repair50 Elevated Electrical and Electronic Equipment Assemblers · Production50 Elevated Etchers and Engravers · Production50 Elevated Ambulance Drivers and Attendants, Except Emergency Medical Technicians · Transportation50 Elevated Railroad Brake, Signal, and Switch Operators and Locomotive Firers · Transportation50 Elevated Captains, Mates, and Pilots of Water Vessels · Transportation50 Elevated HR Business Partner · Human Resources49 Elevated Secondary School Teachers, Except Special and Career/Technical Education · Education49 Elevated Special Education Teachers, Elementary School · Education49 Elevated Farm and Home Management Educators · Education49 Elevated Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education · Education49 Elevated Allergists and Immunologists · Healthcare49 Elevated Orthoptists · Healthcare49 Elevated Psychiatric Technicians · Healthcare49 Elevated Nursing Assistants · Healthcare Support49 Elevated Psychiatric Aides · Healthcare Support49 Elevated Bailiffs · Protective Service49 Elevated Fish and Game Wardens · Protective Service49 Elevated Ushers, Lobby Attendants, and Ticket Takers · Personal Care49 Elevated Embalmers · Personal Care49 Elevated Baggage Porters and Bellhops · Personal Care49 Elevated Radio, Cellular, and Tower Equipment Installers and Repairers · Installation & Repair49 Elevated Avionics Technicians · Installation & Repair49 Elevated Maintenance Workers, Machinery · Installation & Repair49 Elevated Team Assemblers · Production49 Elevated Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders · Production49 Elevated Print Binding and Finishing Workers · Production49 Elevated Jewelers and Precious Stone and Metal Workers · Production49 Elevated Helpers--Production Workers · Production49 Elevated Flight Attendants · Transportation49 Elevated Parking Attendants · Transportation49 Elevated Customer Success Manager · Support48 Moderate Product Manager · Technology48 Moderate HR Manager · Human Resources48 Moderate Mechanical Engineer · Engineering48 Moderate Electrical Engineer · Engineering48 Moderate Program Manager · Operations48 Moderate Education Administrators, Kindergarten through Secondary · Management48 Moderate Clinical and Counseling Psychologists · Science48 Moderate School Psychologists · Science48 Moderate Musicians and Singers · Arts, Design & Media48 Moderate Prosthodontists · Healthcare48 Moderate Critical Care Nurses · Healthcare48 Moderate Nurse Midwives · Healthcare48 Moderate Obstetricians and Gynecologists · Healthcare48 Moderate Athletic Trainers · Healthcare48 Moderate Occupational Therapy Aides · Healthcare Support48 Moderate Forest Fire Inspectors and Prevention Specialists · Protective Service48 Moderate Pest Control Workers · Building & Grounds48 Moderate Tour Guides and Escorts · Personal Care48 Moderate Agricultural Equipment Operators · Farming & Forestry48 Moderate Control and Valve Installers and Repairers, Except Mechanical Door · Installation & Repair48 Moderate Millwrights · Installation & Repair48 Moderate Model Makers, Metal and Plastic · Production48 Moderate