By skill

Personal Care and Service • Health Care and Social Assistance

A large share of Amusement and Recreation Attendants tasks are currently automatable in Offices of Physicians, Mental Health Specialists.

Exposure benchmark: 90% • SOC 39-3091.00

Personal Care and Service • Other Services (except Public Administration)

A large share of Animal Caretakers tasks are currently automatable in Electronic and Precision Equipment Repair and Maintenance.

Exposure benchmark: 82% • SOC 39-2021.00

Healthcare Support • Health Care and Social Assistance

Physical Therapist Aides shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 79% • SOC 31-2022.00

Personal Care and Service • Other Services (except Public Administration)

Locker Room, Coatroom, and Dressing Room Attendants shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 78% • SOC 39-3093.00

Personal Care and Service • Health Care and Social Assistance

Costume Attendants shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 77% • SOC 39-3092.00

Personal Care and Service • Health Care and Social Assistance

First-Line Supervisors of Gambling Services Workers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 77% • SOC 39-1013.00

Personal Care and Service • Other Services (except Public Administration)

Gambling and Sports Book Writers and Runners shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 77% • SOC 39-3012.00

Personal Care and Service • Arts, Entertainment, and Recreation

Manicurists and Pedicurists shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 76% • SOC 39-5092.00

Healthcare Support • Health Care and Social Assistance

Veterinary Assistants and Laboratory Animal Caretakers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 76% • SOC 31-9096.00

Healthcare Support • Health Care and Social Assistance

Personal Care Aides shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 73% • SOC 31-1122.00

Healthcare Support • Health Care and Social Assistance

Pharmacy Aides shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 73% • SOC 31-9095.00

Personal Care and Service • Other Services (except Public Administration)

Shampooers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 73% • SOC 39-5093.00

Healthcare Support • Health Care and Social Assistance

Home Health Aides shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 72% • SOC 31-1121.00

Personal Care and Service • Health Care and Social Assistance

Entertainment Attendants and Related Workers, All Other shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 71% • SOC 39-3099.00

Personal Care and Service • Arts, Entertainment, and Recreation

Childcare Workers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 69% • SOC 39-9011.00

Personal Care and Service • Health Care and Social Assistance

Morticians, Undertakers, and Funeral Arrangers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 69% • SOC 39-4031.00

Personal Care and Service • Health Care and Social Assistance

Funeral Attendants shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 68% • SOC 39-4021.00

Healthcare Support • Health Care and Social Assistance

Massage Therapists shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 68% • SOC 31-9011.00

Healthcare Support • Health Care and Social Assistance

Medical Equipment Preparers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 68% • SOC 31-9093.00

Personal Care and Service • Arts, Entertainment, and Recreation

Nannies shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 68% • SOC 39-9011.01

Healthcare Support • Health Care and Social Assistance

Speech-Language Pathology Assistants shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 68% • SOC 31-9099.01

Personal Care and Service • Health Care and Social Assistance

Travel Guides shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 68% • SOC 39-7012.00

Personal Care and Service • Other Services (except Public Administration)

Personal Care and Service Workers, All Other shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 67% • SOC 39-9099.00

Personal Care and Service • Other Services (except Public Administration)

Ushers, Lobby Attendants, and Ticket Takers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 67% • SOC 39-3031.00

Personal Care and Service • Health Care and Social Assistance

Exercise Trainers and Group Fitness Instructors shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 66% • SOC 39-9031.00

Healthcare Support • Health Care and Social Assistance

Nursing Assistants shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 66% • SOC 31-1131.00

Healthcare Support • Health Care and Social Assistance

Physical Therapist Assistants shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 66% • SOC 31-2021.00

Healthcare Support • Health Care and Social Assistance

Occupational Therapy Aides shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 65% • SOC 31-2012.00

Personal Care and Service • Arts, Entertainment, and Recreation

Animal Trainers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 63% • SOC 39-2011.00

Personal Care and Service • Arts, Entertainment, and Recreation

Baggage Porters and Bellhops shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 63% • SOC 39-6011.00

Personal Care and Service • Health Care and Social Assistance

Crematory Operators shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 63% • SOC 39-4012.00

Personal Care and Service • Other Services (except Public Administration)

Motion Picture Projectionists shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 62% • SOC 39-3021.00

Healthcare Support • Health Care and Social Assistance

Occupational Therapy Assistants shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 62% • SOC 31-2011.00

Educational Instruction and Library • Public Administration

Teaching Assistants, All Other shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 62% • SOC 25-9049.00

Healthcare Support • Health Care and Social Assistance

Orderlies shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 61% • SOC 31-1132.00

Healthcare Support • Health Care and Social Assistance

Psychiatric Aides shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 61% • SOC 31-1133.00

Community and Social Service • Public Administration

Community and Social Service Specialists, All Other shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 60% • SOC 21-1099.00

Personal Care and Service • Other Services (except Public Administration)

First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 60% • SOC 39-1014.00

Healthcare Support • Health Care and Social Assistance

Endoscopy Technicians is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 59% • SOC 31-9099.02

Personal Care and Service • Other Services (except Public Administration)

Hairdressers, Hairstylists, and Cosmetologists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 59% • SOC 39-5012.00

Personal Care and Service • Health Care and Social Assistance

Gambling Dealers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 58% • SOC 39-3011.00

Healthcare Practitioners and Technical • Health Care and Social Assistance

Surgical Technologists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 58% • SOC 29-2055.00

Personal Care and Service • Other Services (except Public Administration)

Tour Guides and Escorts is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 58% • SOC 39-7011.00

Healthcare Support • Health Care and Social Assistance

Healthcare Support Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 57% • SOC 31-9099.00

Healthcare Support • Health Care and Social Assistance

Medical Transcriptionists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 57% • SOC 31-9094.00

Healthcare Practitioners and Technical • Health Care and Social Assistance

Paramedics is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 57% • SOC 29-2043.00

Personal Care and Service • Other Services (except Public Administration)

Residential Advisors is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 57% • SOC 39-9041.00

Healthcare Practitioners and Technical • Health Care and Social Assistance

Surgeons, All Other is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 57% • SOC 29-1249.00

Healthcare Practitioners and Technical • Health Care and Social Assistance

Surgical Assistants is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 57% • SOC 29-9093.00

Educational Instruction and Library • Educational Services

Career/Technical Education Teachers, Postsecondary is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 55% • SOC 25-1194.00