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 Educational Services (61).
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
Educational Services (61)
Highest automation exposure roles in this sector. Showing top 45 results.
#1High confidenceSystemsCECareer/Technical Education Teachers, Postsecondary
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
Learning content AIPlanning automationAssessment assistant
#2High confidenceExecutionTATeaching Assistants, Special Education
Educational Instruction and Library • Educational Services
Teaching Assistants, Special Education is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 55% • SOC 25-9043.00
Learning content AIPlanning automationAssessment assistant
#3Low confidenceInsightPSPhysical Scientists, All Other
Life, Physical, and Social Science • Educational Services
Physical Scientists, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 54% • SOC 19-2099.00
Research assistantData analysis suiteWorkflow automation
#4Low confidencePlanningCACounselors, All Other
Community and Social Service • Educational Services
Counselors, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 21-1019.00
Case management toolsScheduling automationDocumentation copilot
#5High confidenceWorkflowTATeaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education
Educational Instruction and Library • Educational Services
Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 51% • SOC 25-9042.00
Learning content AIPlanning automationAssessment assistant
#6High confidenceProductivityESEnvironmental Scientists and Specialists, Including Health
Life, Physical, and Social Science • Educational Services
Environmental Scientists and Specialists, Including Health is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 50% • SOC 19-2041.00
Research assistantData analysis suiteWorkflow automation
#7High confidenceProductivitySSSocial Science Research Assistants
Life, Physical, and Social Science • Educational Services
Social Science Research Assistants is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 48% • SOC 19-4061.00
Research assistantData analysis suiteWorkflow automation
#8Low confidenceProductivityPTPostsecondary Teachers, All Other
Educational Instruction and Library • Educational Services
Postsecondary Teachers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 47% • SOC 25-1199.00
Learning content AIPlanning automationAssessment assistant
#9High confidenceToolingPTPreschool Teachers, Except Special Education
Educational Instruction and Library • Educational Services
Preschool Teachers, Except Special Education is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 47% • SOC 25-2011.00
Learning content AIPlanning automationAssessment assistant
#10Low confidenceExecutionTATeachers and Instructors, All Other
Educational Instruction and Library • Educational Services
Teachers and Instructors, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 47% • SOC 25-3099.00
Learning content AIPlanning automationAssessment assistant
#11Low confidenceToolingRWReligious Workers, All Other
Community and Social Service • Educational Services
Religious Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 46% • SOC 21-2099.00
Case management toolsScheduling automationDocumentation copilot
#12Low confidenceAnalysisSSSecondary School Teachers, Except Special and Career/Technical Education
Educational Instruction and Library • Educational Services
Secondary School Teachers, Except Special and Career/Technical Education is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 45% • SOC 25-2031.00
Learning content AIPlanning automationAssessment assistant
#13Low confidenceInsightKTKindergarten Teachers, Except Special Education
Educational Instruction and Library • Educational Services
Kindergarten Teachers, Except Special Education is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 44% • SOC 25-2012.00
Learning content AIPlanning automationAssessment assistant
#14High confidenceToolingMTMuseum Technicians and Conservators
Educational Instruction and Library • Educational Services
Museum Technicians and Conservators is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 42% • SOC 25-4013.00
Learning content AIPlanning automationAssessment assistant
#15Medium confidenceCoordinationCECareer/Technical Education Teachers, Middle School
Educational Instruction and Library • Educational Services
Career/Technical Education Teachers, Middle School is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 40% • SOC 25-2023.00
Learning content AIPlanning automationAssessment assistant
#16High confidenceInsightGEGeoscientists, Except Hydrologists and Geographers
Life, Physical, and Social Science • Educational Services
Geoscientists, Except Hydrologists and Geographers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 40% • SOC 19-2042.00
Research assistantData analysis suiteWorkflow automation
#17High confidencePlanningFForesters
Life, Physical, and Social Science • Educational Services
Foresters remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 39% • SOC 19-1032.00
Research assistantData analysis suiteWorkflow automation
#18High confidenceProductivityADArt, Drama, and Music Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Art, Drama, and Music Teachers, Postsecondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 38% • SOC 25-1121.00
Learning content AIPlanning automationAssessment assistant
#19High confidenceToolingPAPhilosophy and Religion Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Philosophy and Religion Teachers, Postsecondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 38% • SOC 25-1126.00
Learning content AIPlanning automationAssessment assistant
#20Medium confidenceCoordinationETEconomics Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Economics Teachers, Postsecondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 37% • SOC 25-1063.00
Learning content AIPlanning automationAssessment assistant
#21High confidenceCoordinationLALibrarians and Media Collections Specialists
Educational Instruction and Library • Educational Services
Librarians and Media Collections Specialists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 37% • SOC 25-4022.00
Learning content AIPlanning automationAssessment assistant
#22High confidenceExecutionCSConservation Scientists
Life, Physical, and Social Science • Educational Services
Conservation Scientists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 36% • SOC 19-1031.00
Research assistantData analysis suiteWorkflow automation
#23High confidenceCoordinationMSMathematical Science Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Mathematical Science Teachers, Postsecondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 36% • SOC 25-1022.00
Learning content AIPlanning automationAssessment assistant
#24High confidenceInsightAPAdapted Physical Education Specialists
Educational Instruction and Library • Educational Services
Adapted Physical Education Specialists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 35% • SOC 25-2059.01
Learning content AIPlanning automationAssessment assistant
#25High confidenceProductivityABAdult Basic Education, Adult Secondary Education, and English as a Second Language Instructors
Educational Instruction and Library • Educational Services
Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 35% • SOC 25-3011.00
Learning content AIPlanning automationAssessment assistant
#26High confidenceToolingAEAtmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 32% • SOC 25-1051.00
Learning content AIPlanning automationAssessment assistant
#27High confidenceProductivityPSPolitical Scientists
Life, Physical, and Social Science • Educational Services
Political Scientists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 32% • SOC 19-3094.00
Research assistantData analysis suiteWorkflow automation
#28Medium confidenceAnalysisSTSociology Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Sociology Teachers, Postsecondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 31% • SOC 25-1067.00
Learning content AIPlanning automationAssessment assistant
#29High confidenceProductivityETEducation Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Education Teachers, Postsecondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 29% • SOC 25-1081.00
Learning content AIPlanning automationAssessment assistant
#30High confidenceCoordinationFAFarm and Home Management Educators
Educational Instruction and Library • Educational Services
Farm and Home Management Educators remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 28% • SOC 25-9021.00
Learning content AIPlanning automationAssessment assistant
#31High confidenceInsightCTCommunications Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Communications Teachers, Postsecondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 27% • SOC 25-1122.00
Learning content AIPlanning automationAssessment assistant
#32High confidenceOperationsMHMental Health and Substance Abuse Social Workers
Community and Social Service • Educational Services
Mental Health and Substance Abuse Social Workers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 27% • SOC 21-1023.00
Case management toolsScheduling automationDocumentation copilot
#33High confidenceWorkflowETEngineering Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Engineering Teachers, Postsecondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 25% • SOC 25-1032.00
Learning content AIPlanning automationAssessment assistant
#34High confidenceExecutionBTBusiness Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Business Teachers, Postsecondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 24% • SOC 25-1011.00
Learning content AIPlanning automationAssessment assistant
#35High confidenceProductivityELEnglish Language and Literature Teachers, Postsecondary
Educational Instruction and Library • Educational Services
English Language and Literature Teachers, Postsecondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 24% • SOC 25-1123.00
Learning content AIPlanning automationAssessment assistant
#36High confidenceWorkflowASAgricultural Sciences Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Agricultural Sciences Teachers, Postsecondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 23% • SOC 25-1041.00
Learning content AIPlanning automationAssessment assistant
#37High confidenceAnalysisATArchitecture Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Architecture Teachers, Postsecondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 21% • SOC 25-1031.00
Learning content AIPlanning automationAssessment assistant
#38High confidencePlanningFAFamily and Consumer Sciences Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Family and Consumer Sciences Teachers, Postsecondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 20% • SOC 25-1192.00
Learning content AIPlanning automationAssessment assistant
#39High confidenceWorkflowFLForeign Language and Literature Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Foreign Language and Literature Teachers, Postsecondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 20% • SOC 25-1124.00
Learning content AIPlanning automationAssessment assistant
#40High confidenceProductivityPTPsychology Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Psychology Teachers, Postsecondary is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 19% • SOC 25-1066.00
Learning content AIPlanning automationAssessment assistant
#41Medium confidenceToolingLTLaw Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Law Teachers, Postsecondary is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 16% • SOC 25-1112.00
Learning content AIPlanning automationAssessment assistant
#42Medium confidenceWorkflowSWSocial Work Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Social Work Teachers, Postsecondary is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 16% • SOC 25-1113.00
Learning content AIPlanning automationAssessment assistant
#43High confidenceWorkflowAEArea, Ethnic, and Cultural Studies Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Area, Ethnic, and Cultural Studies Teachers, Postsecondary is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 15% • SOC 25-1062.00
Learning content AIPlanning automationAssessment assistant
#44High confidenceWorkflowRARecreation and Fitness Studies Teachers, Postsecondary
Educational Instruction and Library • Educational Services
Recreation and Fitness Studies Teachers, Postsecondary is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 15% • SOC 25-1193.00
Learning content AIPlanning automationAssessment assistant
#45High confidenceWorkflowAArchivists
Educational Instruction and Library • Educational Services
Archivists is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 14% • SOC 25-4011.00
Learning content AIPlanning automationAssessment assistant