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 Agriculture, Forestry, Fishing and Hunting (11).
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
Show rankingAccommodation and Food Services (72)
20 roles • 76% avg exposure
Highest: Food Servers, Nonrestaurant
Lowest: Food Preparation and Serving Related Workers, All Other
Show rankingManufacturing (32)
25 roles • 76% avg exposure
Highest: Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Lowest: Machinists
Show rankingAgriculture, Forestry, Fishing and Hunting (11)
14 roles • 74% avg exposure
Highest: Agricultural Equipment Operators
Lowest: Logging Workers, All Other
Show rankingRetail Trade (45)
4 roles • 73% avg exposure
Highest: Parts Salespersons
Lowest: Advertising Sales Agents
Show rankingTransportation and Warehousing (48)
40 roles • 67% avg exposure
Highest: Bus Drivers, School
Lowest: Control and Valve Installers and Repairers, Except Mechanical Door
Show rankingOther Services (except Public Administration) (81)
20 roles • 65% avg exposure
Highest: Maids and Housekeeping Cleaners
Lowest: Recreation Workers
Show rankingTransportation and Warehousing (49)
8 roles • 62% avg exposure
Highest: Automotive and Watercraft Service Attendants
Lowest: Musical Instrument Repairers and Tuners
Show rankingUtilities (22)
15 roles • 61% avg exposure
Highest: Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons
Lowest: Civil Engineers
Show rankingMining, Quarrying, and Oil and Gas Extraction (21)
22 roles • 60% avg exposure
Highest: Floor Sanders and Finishers
Lowest: Solar Thermal Installers and Technicians
Show rankingReal Estate and Rental and Leasing (53)
17 roles • 60% avg exposure
Highest: Dispatchers, Except Police, Fire, and Ambulance
Lowest: Quality Control Systems Managers
Show rankingConstruction (23)
41 roles • 59% avg exposure
Highest: Paving, Surfacing, and Tamping Equipment Operators
Lowest: Environmental Engineering Technologists and Technicians
Show rankingManufacturing (31)
85 roles • 59% avg exposure
Highest: Sewing Machine Operators
Lowest: Solar Energy Systems Engineers
Show rankingRetail Trade (44)
3 roles • 59% avg exposure
Highest: Sales and Related Workers, All Other
Lowest: Insurance Sales Agents
Show rankingWholesale Trade (42)
12 roles • 59% avg exposure
Highest: Gambling Change Persons and Booth Cashiers
Lowest: Sales Engineers
Show rankingArts, Entertainment, and Recreation (71)
20 roles • 56% avg exposure
Highest: Manicurists and Pedicurists
Lowest: Set and Exhibit Designers
Show rankingAdministrative and Support and Waste Management and Remediation Services (56)
61 roles • 55% avg exposure
Highest: Landscaping and Groundskeeping Workers
Lowest: Chief Executives
Show rankingFinance and Insurance (52)
56 roles • 55% avg exposure
Highest: Order Clerks
Lowest: Architectural and Engineering Managers
Show rankingInformation (51)
18 roles • 52% avg exposure
Highest: Designers, All Other
Lowest: News Analysts, Reporters, and Journalists
Show 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
Show rankingManagement of Companies and Enterprises (55)
4 roles • 47% avg exposure
Highest: Tax Preparers
Lowest: Purchasing Managers
Show rankingHealth Care and Social Assistance (62)
151 roles • 41% avg exposure
Highest: Amusement and Recreation Attendants
Lowest: Nurse Anesthetists
Show rankingPublic Administration (92)
85 roles • 41% avg exposure
Highest: First-Line Supervisors of Police and Detectives
Lowest: Mental Health Counselors
Show rankingEducational Services (61)
45 roles • 34% avg exposure
Highest: Career/Technical Education Teachers, Postsecondary
Lowest: Archivists
Show rankingSector ranking
Agriculture, Forestry, Fishing and Hunting (11)
Highest automation exposure roles in this sector. Showing top 14 results.
#1High confidenceSystemsAEAgricultural Equipment Operators
Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting
A large share of Agricultural Equipment Operators tasks are currently automatable in Other Aquaculture.
Exposure benchmark: 94% • SOC 45-2091.00
Monitoring automationOperations workflowData assistant
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#2High confidenceOperationsFAFishing and Hunting Workers
Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting
A large share of Fishing and Hunting Workers tasks are currently automatable in Dairy Cattle and Milk Production.
Exposure benchmark: 89% • SOC 45-3031.00
Monitoring automationOperations workflowData assistant
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#3High confidenceAnalysisAIAgricultural Inspectors
Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting
A large share of Agricultural Inspectors tasks are currently automatable in Strawberry Farming.
Exposure benchmark: 80% • SOC 45-2011.00
Monitoring automationOperations workflowData assistant
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#4High confidenceWorkflowFAFarmworkers and Laborers, Crop, Nursery, and Greenhouse
Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting
Farmworkers and Laborers, Crop, Nursery, and Greenhouse shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 79% • SOC 45-2092.00
Monitoring automationOperations workflowData assistant
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#5Medium confidenceInsightGAGraders and Sorters, Agricultural Products
Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting
Graders and Sorters, Agricultural Products shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 79% • SOC 45-2041.00
Monitoring automationOperations workflowData assistant
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#6High confidenceProductivityLELogging Equipment Operators
Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting
Logging Equipment Operators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 79% • SOC 45-4022.00
Monitoring automationOperations workflowData assistant
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#7High confidenceCoordinationFFallers
Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting
Fallers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 75% • SOC 45-4021.00
Monitoring automationOperations workflowData assistant
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#8High confidenceOperationsFAForest and Conservation Workers
Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting
Forest and Conservation Workers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 45-4011.00
Monitoring automationOperations workflowData assistant
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#9Low confidenceAnalysisAWAgricultural Workers, All Other
Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting
Agricultural Workers, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 70% • SOC 45-2099.00
Monitoring automationOperations workflowData assistant
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#10High confidenceSystemsLGLog Graders and Scalers
Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting
Log Graders and Scalers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 66% • SOC 45-4023.00
Monitoring automationOperations workflowData assistant
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#11High confidenceProductivityFFFarmworkers, Farm, Ranch, and Aquacultural Animals
Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting
Farmworkers, Farm, Ranch, and Aquacultural Animals shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 65% • SOC 45-2093.00
Monitoring automationOperations workflowData assistant
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#12Medium confidenceExecutionFSFirst-Line Supervisors of Farming, Fishing, and Forestry Workers
Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting
First-Line Supervisors of Farming, Fishing, and Forestry Workers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 65% • SOC 45-1011.00
Monitoring automationOperations workflowData assistant
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#13High confidenceCoordinationABAnimal Breeders
Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting
Animal Breeders shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 64% • SOC 45-2021.00
Monitoring automationOperations workflowData assistant
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#14Low confidenceExecutionLWLogging Workers, All Other
Farming, Fishing, and Forestry • Agriculture, Forestry, Fishing and Hunting
Logging Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 59% • SOC 45-4029.00
Monitoring automationOperations workflowData assistant
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance