By industry

Protective Service • Public Administration

First-Line Supervisors of Police and Detectives shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 69% • SOC 33-1012.00

Protective Service • Public Administration

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

Exposure benchmark: 67% • SOC 33-9011.00

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

Protective Service • Public Administration

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

Exposure benchmark: 61% • SOC 33-1091.00

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

Protective Service • Public Administration

Retail Loss Prevention Specialists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 59% • SOC 33-9099.02

Military Specific • Public Administration

Aircraft Launch and Recovery Officers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 58% • SOC 55-1012.00

Life, Physical, and Social Science • Public Administration

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

Exposure benchmark: 58% • SOC 19-1029.00

Protective Service • Public Administration

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

Exposure benchmark: 58% • SOC 33-9032.00

Legal • Public Administration

Title Examiners, Abstractors, and Searchers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 58% • SOC 23-2093.00

Military Specific • Public Administration

First-Line Supervisors of Air Crew Members is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 56% • SOC 55-2011.00

Life, Physical, and Social Science • Public Administration

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

Exposure benchmark: 55% • SOC 19-4013.00

Military Specific • Public Administration

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

Exposure benchmark: 55% • SOC 55-1016.00

Military Specific • Public Administration

Military Enlisted Tactical Operations and Air/Weapons Specialists and Crew Members, All Other is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 55% • SOC 55-3019.00

Educational Instruction and Library • Public Administration

Self-Enrichment Teachers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 55% • SOC 25-3021.00

Military Specific • Public Administration

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

Exposure benchmark: 55% • SOC 55-3018.00

Military Specific • Public Administration

Armored Assault Vehicle Crew Members is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 53% • SOC 55-3013.00

Protective Service • Public Administration

Parking Enforcement Workers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 53% • SOC 33-3041.00

Educational Instruction and Library • Public Administration

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

Exposure benchmark: 53% • SOC 25-3041.00

Protective Service • Public Administration

Police and Sheriff's Patrol Officers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 52% • SOC 33-3051.00

Protective Service • Public Administration

Transportation Security Screeners is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 52% • SOC 33-9093.00

Military Specific • Public Administration

Artillery and Missile Crew Members is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 50% • SOC 55-3014.00

Military Specific • Public Administration

Artillery and Missile Officers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 50% • SOC 55-1014.00

Educational Instruction and Library • Public Administration

Educational Instruction and Library Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 50% • SOC 25-9099.00

Military Specific • Public Administration

First-Line Supervisors of Weapons Specialists/Crew Members is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 50% • SOC 55-2012.00

Educational Instruction and Library • Public Administration

Social Sciences Teachers, Postsecondary, All Other is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 50% • SOC 25-1069.00

Educational Instruction and Library • Public Administration

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

Exposure benchmark: 50% • SOC 25-2059.00

Educational Instruction and Library • Public Administration

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

Exposure benchmark: 49% • SOC 25-2032.00

Educational Instruction and Library • Public Administration

Substitute Teachers, Short-Term is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 49% • SOC 25-3031.00

Educational Instruction and Library • Public Administration

Special Education Teachers, Elementary School is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 47% • SOC 25-2056.00

Military Specific • Public Administration

Command and Control Center Specialists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 46% • SOC 55-3015.00

Community and Social Service • Public Administration

Community Health Workers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 46% • SOC 21-1094.00

Military Specific • Public Administration

Aircraft Launch and Recovery Specialists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 45% • SOC 55-3012.00

Military Specific • Public Administration

First-Line Supervisors of All Other Tactical Operations Specialists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 45% • SOC 55-2013.00

Life, Physical, and Social Science • Public Administration

Occupational Health and Safety Technicians is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 44% • SOC 19-5012.00

Military Specific • Public Administration

Special Forces Officers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 44% • SOC 55-1017.00

Military Specific • Public Administration

Command and Control Center Officers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 43% • SOC 55-1015.00

Military Specific • Public Administration

Air Crew Officers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 42% • SOC 55-1011.00

Protective Service • Public Administration

First-Line Supervisors of Firefighting and Prevention Workers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 42% • SOC 33-1021.00

Legal • Public Administration

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

Exposure benchmark: 42% • SOC 23-2099.00

Life, Physical, and Social Science • Public Administration

Zoologists and Wildlife Biologists is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 42% • SOC 19-1023.00

Military Specific • Public Administration

Armored Assault Vehicle Officers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 41% • SOC 55-1013.00

Military Specific • Public Administration

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

Exposure benchmark: 41% • SOC 55-3016.00

Educational Instruction and Library • Public Administration

Special Education Teachers, Middle School is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 40% • SOC 25-2057.00

Educational Instruction and Library • Public Administration

Library Technicians remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 39% • SOC 25-4031.00

Educational Instruction and Library • Public Administration

Special Education Teachers, Secondary School remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 39% • SOC 25-2058.00

Life, Physical, and Social Science • Public Administration

Anthropologists and Archeologists remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 38% • SOC 19-3091.00

Life, Physical, and Social Science • Public Administration

Environmental Science and Protection Technicians, Including Health remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 38% • SOC 19-4042.00

Protective Service • Public Administration

Forest Fire Inspectors and Prevention Specialists remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 38% • SOC 33-2022.00

Educational Instruction and Library • Public Administration

History Teachers, Postsecondary remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 38% • SOC 25-1125.00