By industry

Building and Grounds Cleaning and Maintenance • Administrative and Support and Waste Management and Remediation Services

A large share of Landscaping and Groundskeeping Workers tasks are currently automatable in Court Reporting and Stenotype Services.

Exposure benchmark: 94% • SOC 37-3011.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

A large share of Freight Forwarders tasks are currently automatable in Travel Agencies.

Exposure benchmark: 91% • SOC 43-5011.01

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

A large share of Medical Secretaries and Administrative Assistants tasks are currently automatable in Professional Employer Organizations.

Exposure benchmark: 87% • SOC 43-6013.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

A large share of File Clerks tasks are currently automatable in Investigation and Personal Background Check Services.

Exposure benchmark: 86% • SOC 43-4071.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

A large share of Shipping, Receiving, and Inventory Clerks tasks are currently automatable in Carpet and Upholstery Cleaning Services.

Exposure benchmark: 85% • SOC 43-5071.00

Building and Grounds Cleaning and Maintenance • Administrative and Support and Waste Management and Remediation Services

A large share of Pest Control Workers tasks are currently automatable in Professional Employer Organizations.

Exposure benchmark: 82% • SOC 37-2021.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

A large share of Weighers, Measurers, Checkers, and Samplers, Recordkeeping tasks are currently automatable in Hazardous Waste Treatment and Disposal.

Exposure benchmark: 82% • SOC 43-5111.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

A large share of Meter Readers, Utilities tasks are currently automatable in Employment Placement Agencies.

Exposure benchmark: 81% • SOC 43-5041.00

Building and Grounds Cleaning and Maintenance • Administrative and Support and Waste Management and Remediation Services

A large share of Pesticide Handlers, Sprayers, and Applicators, Vegetation tasks are currently automatable in Repossession Services.

Exposure benchmark: 81% • SOC 37-3012.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

Customer Service Representatives shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 79% • SOC 43-4051.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

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

Exposure benchmark: 79% • SOC 43-3041.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

Office Machine Operators, Except Computer shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 79% • SOC 43-9071.00

Building and Grounds Cleaning and Maintenance • Administrative and Support and Waste Management and Remediation Services

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 75% • SOC 37-1012.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

Hotel, Motel, and Resort Desk Clerks shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 72% • SOC 43-4081.00

Protective Service • Administrative and Support and Waste Management and Remediation Services

Gambling Surveillance Officers and Gambling Investigators shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 71% • SOC 33-9031.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

Interviewers, Except Eligibility and Loan shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 71% • SOC 43-4111.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

Couriers and Messengers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 69% • SOC 43-5021.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

Office Clerks, General shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 69% • SOC 43-9061.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

Switchboard Operators, Including Answering Service shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 69% • SOC 43-2011.00

Protective Service • Administrative and Support and Waste Management and Remediation Services

Crossing Guards and Flaggers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 68% • SOC 33-9091.00

Protective Service • Administrative and Support and Waste Management and Remediation Services

Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 68% • SOC 33-9092.00

Protective Service • Administrative and Support and Waste Management and Remediation Services

School Bus Monitors shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 68% • SOC 33-9094.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

Data Entry Keyers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 67% • SOC 43-9021.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

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

Exposure benchmark: 67% • SOC 43-2021.00

Protective Service • Administrative and Support and Waste Management and Remediation Services

Correctional Officers and Jailers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 66% • SOC 33-3012.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

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

Exposure benchmark: 58% • SOC 43-3099.00

Office and Administrative Support • Administrative and Support and Waste Management and Remediation Services

Legal Secretaries and Administrative Assistants is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 56% • SOC 43-6012.00

Management • Administrative and Support and Waste Management and Remediation Services

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

Exposure benchmark: 54% • SOC 11-3013.00

Management • Administrative and Support and Waste Management and Remediation Services

Compensation and Benefits Managers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 52% • SOC 11-3111.00

Management • Administrative and Support and Waste Management and Remediation Services

Biofuels/Biodiesel Technology and Product Development Managers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 51% • SOC 11-9041.01

Protective Service • Administrative and Support and Waste Management and Remediation Services

Transit and Railroad Police is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 49% • SOC 33-3052.00

Protective Service • Administrative and Support and Waste Management and Remediation Services

Fire Inspectors and Investigators is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 47% • SOC 33-2021.00

Protective Service • Administrative and Support and Waste Management and Remediation Services

First-Line Supervisors of Protective Service Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 46% • SOC 33-1099.00

Management • Administrative and Support and Waste Management and Remediation Services

Geothermal Production Managers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 46% • SOC 11-3051.02

Protective Service • Administrative and Support and Waste Management and Remediation Services

Private Detectives and Investigators is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 46% • SOC 33-9021.00

Protective Service • Administrative and Support and Waste Management and Remediation Services

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

Exposure benchmark: 46% • SOC 33-9099.00

Management • Administrative and Support and Waste Management and Remediation Services

Entertainment and Recreation Managers, Except Gambling is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 45% • SOC 11-9072.00

Protective Service • Administrative and Support and Waste Management and Remediation Services

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

Exposure benchmark: 45% • SOC 33-2011.00

Protective Service • Administrative and Support and Waste Management and Remediation Services

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

Exposure benchmark: 45% • SOC 33-1011.00

Protective Service • Administrative and Support and Waste Management and Remediation Services

Fish and Game Wardens is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 45% • SOC 33-3031.00

Management • Administrative and Support and Waste Management and Remediation Services

Advertising and Promotions Managers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 44% • SOC 11-2011.00

Protective Service • Administrative and Support and Waste Management and Remediation Services

Detectives and Criminal Investigators is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 44% • SOC 33-3021.00

Management • Administrative and Support and Waste Management and Remediation Services

Hydroelectric Production Managers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 44% • SOC 11-3051.06

Management • Administrative and Support and Waste Management and Remediation Services

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

Exposure benchmark: 43% • SOC 11-9199.02

Management • Administrative and Support and Waste Management and Remediation Services

Medical and Health Services Managers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 43% • SOC 11-9111.00

Protective Service • Administrative and Support and Waste Management and Remediation Services

Customs and Border Protection Officers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 42% • SOC 33-3051.04

Protective Service • Administrative and Support and Waste Management and Remediation Services

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

Exposure benchmark: 41% • SOC 33-3011.00

Management • Administrative and Support and Waste Management and Remediation Services

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

Exposure benchmark: 41% • SOC 11-9179.00

Management • Administrative and Support and Waste Management and Remediation Services

Transportation, Storage, and Distribution Managers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 41% • SOC 11-3071.00

Protective Service • Administrative and Support and Waste Management and Remediation Services

Police Identification and Records Officers remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 39% • SOC 33-3021.02