Personal Care and Service: will AI take these jobs?
Estimated AI replacement risk, out of 100, for 30 jobs in this U.S. occupational field. Each is an estimate from published task research: within about 19 points for 4 in 5 of the jobs we checked. No person reviewed them. How we estimate
Estimated from research, highest first
- Conciergesestimate ±1967High
- Travel Guidesestimate ±1950Moderate
- First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Servicesestimate ±1949Moderate
- First-Line Supervisors of Gambling Services Workersestimate ±1947Moderate
- First-Line Supervisors of Personal Service Workersestimate ±1947Moderate
- Residential Advisorsestimate ±1944Lower
- Tour Guides and Escortsestimate ±1944Lower
- Gambling and Sports Book Writers and Runnersestimate ±1943Lower
- Gambling Dealersestimate ±19, low confidence41Lower
- Motion Picture Projectionistsestimate ±1940Lower
- Recreation Workersestimate ±1938Lower
- Baggage Porters and Bellhopsestimate ±1937Lower
- Amusement and Recreation Attendantsestimate ±1935Lower
- Barbersestimate ±1933Lower
- Morticians, Undertakers, and Funeral Arrangersestimate ±1933Lower
- Ushers, Lobby Attendants, and Ticket Takersestimate ±1933Lower
- Animal Caretakersestimate ±1930Lower
- Costume Attendantsestimate ±1930Lower
- Exercise Trainers and Group Fitness Instructorsestimate ±19, low confidence29Lower
- Skincare Specialistsestimate ±1925Lower
- Hairdressers, Hairstylists, and Cosmetologistsestimate ±1924Very low
- Makeup Artists, Theatrical and Performanceestimate ±1922Very low
- Childcare Workersestimate ±1921Very low
- Crematory Operatorsestimate ±1921Very low
- Funeral Attendantsestimate ±1920Very low
- Nanniesestimate ±1919Very low
- Manicurists and Pedicuristsestimate ±1917Very low
- Locker Room, Coatroom, and Dressing Room Attendantsestimate ±1914Very low
- Animal Trainersestimate ±1912Very low
- Embalmersestimate ±1912Very low
This site includes information from the O*NET 30.1 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. O*NET® is a trademark of USDOL/ETA. USDOL/ETA has not approved, endorsed, or tested these modifications. Task ratings: Eloundou, Manning, Mishkin and Rock (2023), MIT licence (licence texts).