Highest average sector exposure
Sectors ranked by average role exposure benchmark.
Ranking
By industry
Compare exposure patterns across industry sectors and drill into each sector ranking.
24 sectors indexed. Showing role-level rankings for Transportation and Warehousing (49).
Largest sector coverage
Sectors with the largest number of benchmarked roles.
Industry sectors
Open a sector ranking
Each sector card opens a focused ranking sorted by exposure benchmark.
Manufacturing (33)
63 roles • 77% avg exposure
Highest: Laundry and Dry-Cleaning Workers
Lowest: Computer Numerically Controlled Tool Programmers
Open sector rankingAccommodation and Food Services (72)
20 roles • 76% avg exposure
Highest: Food Servers, Nonrestaurant
Lowest: Food Preparation and Serving Related Workers, All Other
Open sector rankingManufacturing (32)
25 roles • 76% avg exposure
Highest: Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Lowest: Machinists
Open sector rankingAgriculture, Forestry, Fishing and Hunting (11)
14 roles • 74% avg exposure
Highest: Agricultural Equipment Operators
Lowest: Logging Workers, All Other
Open sector rankingRetail Trade (45)
4 roles • 73% avg exposure
Highest: Parts Salespersons
Lowest: Advertising Sales Agents
Open sector rankingTransportation and Warehousing (48)
40 roles • 67% avg exposure
Highest: Bus Drivers, School
Lowest: Control and Valve Installers and Repairers, Except Mechanical Door
Open sector rankingOther Services (except Public Administration) (81)
20 roles • 65% avg exposure
Highest: Maids and Housekeeping Cleaners
Lowest: Recreation Workers
Open sector rankingTransportation and Warehousing (49)
8 roles • 62% avg exposure
Highest: Automotive and Watercraft Service Attendants
Lowest: Musical Instrument Repairers and Tuners
Open sector rankingUtilities (22)
15 roles • 61% avg exposure
Highest: Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons
Lowest: Civil Engineers
Open sector rankingMining, Quarrying, and Oil and Gas Extraction (21)
22 roles • 60% avg exposure
Highest: Floor Sanders and Finishers
Lowest: Solar Thermal Installers and Technicians
Open sector rankingReal Estate and Rental and Leasing (53)
17 roles • 60% avg exposure
Highest: Dispatchers, Except Police, Fire, and Ambulance
Lowest: Quality Control Systems Managers
Open sector rankingConstruction (23)
41 roles • 59% avg exposure
Highest: Paving, Surfacing, and Tamping Equipment Operators
Lowest: Environmental Engineering Technologists and Technicians
Open sector rankingManufacturing (31)
85 roles • 59% avg exposure
Highest: Sewing Machine Operators
Lowest: Solar Energy Systems Engineers
Open sector rankingRetail Trade (44)
3 roles • 59% avg exposure
Highest: Sales and Related Workers, All Other
Lowest: Insurance Sales Agents
Open sector rankingWholesale Trade (42)
12 roles • 59% avg exposure
Highest: Gambling Change Persons and Booth Cashiers
Lowest: Sales Engineers
Open sector rankingArts, Entertainment, and Recreation (71)
20 roles • 56% avg exposure
Highest: Manicurists and Pedicurists
Lowest: Set and Exhibit Designers
Open sector rankingAdministrative and Support and Waste Management and Remediation Services (56)
61 roles • 55% avg exposure
Highest: Landscaping and Groundskeeping Workers
Lowest: Chief Executives
Open sector rankingFinance and Insurance (52)
56 roles • 55% avg exposure
Highest: Order Clerks
Lowest: Architectural and Engineering Managers
Open sector rankingInformation (51)
18 roles • 52% avg exposure
Highest: Designers, All Other
Lowest: News Analysts, Reporters, and Journalists
Open sector rankingProfessional, Scientific, and Technical Services (54)
187 roles • 52% avg exposure
Highest: Door-to-Door Sales Workers, News and Street Vendors, and Related Workers
Lowest: Arbitrators, Mediators, and Conciliators
Open sector rankingManagement of Companies and Enterprises (55)
4 roles • 47% avg exposure
Highest: Tax Preparers
Lowest: Purchasing Managers
Open sector rankingHealth Care and Social Assistance (62)
151 roles • 41% avg exposure
Highest: Amusement and Recreation Attendants
Lowest: Nurse Anesthetists
Open sector rankingPublic Administration (92)
85 roles • 41% avg exposure
Highest: First-Line Supervisors of Police and Detectives
Lowest: Mental Health Counselors
Open sector rankingEducational Services (61)
45 roles • 34% avg exposure
Highest: Career/Technical Education Teachers, Postsecondary
Lowest: Archivists
Open sector rankingSector ranking
Transportation and Warehousing (49)
Highest automation exposure roles in this sector. Showing top 8 results.
#1High confidenceWorkflowAAAutomotive and Watercraft Service Attendants
Transportation and Material Moving • Transportation and Warehousing
A large share of Automotive and Watercraft Service Attendants tasks are currently automatable in Farm Product Warehousing and Storage.
Exposure benchmark: 86% • SOC 53-6031.00
Route optimizationScheduling workflowOperations assistant
#2High confidenceSystemsRMRefractory Materials Repairers, Except Brickmasons
Installation, Maintenance, and Repair • Transportation and Warehousing
Refractory Materials Repairers, Except Brickmasons shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 49-9045.00
Diagnostics assistantMaintenance workflowField reporting
#3High confidenceExecutionGTGeothermal Technicians
Installation, Maintenance, and Repair • Transportation and Warehousing
Geothermal Technicians shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 68% • SOC 49-9099.01
Diagnostics assistantMaintenance workflowField reporting
#4High confidenceSystemsCPCommercial Pilots
Transportation and Material Moving • Transportation and Warehousing
Commercial Pilots shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 64% • SOC 53-2012.00
Route optimizationScheduling workflowOperations assistant
#5Low confidencePlanningEMElectric Motor, Power Tool, and Related Repairers
Installation, Maintenance, and Repair • Transportation and Warehousing
Electric Motor, Power Tool, and Related Repairers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 62% • SOC 49-2092.00
Diagnostics assistantMaintenance workflowField reporting
#6High confidenceOperationsRVRecreational Vehicle Service Technicians
Installation, Maintenance, and Repair • Transportation and Warehousing
Recreational Vehicle Service Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 54% • SOC 49-3092.00
Diagnostics assistantMaintenance workflowField reporting
#7High confidenceExecutionWTWind Turbine Service Technicians
Installation, Maintenance, and Repair • Transportation and Warehousing
Wind Turbine Service Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 49-9081.00
Diagnostics assistantMaintenance workflowField reporting
#8Medium confidenceWorkflowMIMusical Instrument Repairers and Tuners
Installation, Maintenance, and Repair • Transportation and Warehousing
Musical Instrument Repairers and Tuners is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 41% • SOC 49-9063.00
Diagnostics assistantMaintenance workflowField reporting