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 Finance and Insurance (52).
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
Finance and Insurance (52)
Highest automation exposure roles in this sector. Showing top 50 results.
#1High confidenceInsightOCOrder Clerks
Office and Administrative Support • Finance and Insurance
A large share of Order Clerks tasks are currently automatable in Sales Financing.
Exposure benchmark: 89% • SOC 43-4151.00
Workflow automationDocument assistantOperations copilot
#2High confidenceSystemsMCMail Clerks and Mail Machine Operators, Except Postal Service
Office and Administrative Support • Finance and Insurance
A large share of Mail Clerks and Mail Machine Operators, Except Postal Service tasks are currently automatable in Direct Property and Casualty Insurance Carriers.
Exposure benchmark: 88% • SOC 43-9051.00
Workflow automationDocument assistantOperations copilot
#3High confidenceAnalysisBABill and Account Collectors
Office and Administrative Support • Finance and Insurance
A large share of Bill and Account Collectors tasks are currently automatable in Savings Institutions and Other Depository Credit Intermediation.
Exposure benchmark: 86% • SOC 43-3011.00
Workflow automationDocument assistantOperations copilot
#4High confidenceExecutionCCCorrespondence Clerks
Office and Administrative Support • Finance and Insurance
A large share of Correspondence Clerks tasks are currently automatable in International, Secondary Market, and All Other Nondepository Credit Intermediation.
Exposure benchmark: 86% • SOC 43-4021.00
Workflow automationDocument assistantOperations copilot
#5High confidenceExecutionPSPublic Safety Telecommunicators
Office and Administrative Support • Finance and Insurance
Public Safety Telecommunicators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 78% • SOC 43-5031.00
Workflow automationDocument assistantOperations copilot
#6High confidenceExecutionLILoan Interviewers and Clerks
Office and Administrative Support • Finance and Insurance
Loan Interviewers and Clerks shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 76% • SOC 43-4131.00
Workflow automationDocument assistantOperations copilot
#7High confidenceCoordinationPSPostal Service Mail Carriers
Office and Administrative Support • Finance and Insurance
Postal Service Mail Carriers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 75% • SOC 43-5052.00
Workflow automationDocument assistantOperations copilot
#8High confidenceProductivitySASecretaries and Administrative Assistants, Except Legal, Medical, and Executive
Office and Administrative Support • Finance and Insurance
Secretaries and Administrative Assistants, Except Legal, Medical, and Executive shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 75% • SOC 43-6014.00
Workflow automationDocument assistantOperations copilot
#9Low confidencePlanningMSMathematical Science Occupations, All Other
Computer and Mathematical • Finance and Insurance
Mathematical Science Occupations, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 15-2099.00
Code assistantTesting automationKnowledge copilot
#10High confidenceToolingWDWeb Developers
Computer and Mathematical • Finance and Insurance
Web Developers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 15-1254.00
Code assistantTesting automationKnowledge copilot
#11Medium confidenceInsightFSFood Service Managers
Management • Finance and Insurance
Food Service Managers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 70% • SOC 11-9051.00
Workflow automationAnalytics copilotPlanning assistant
#12Medium confidenceCoordinationDPDesktop Publishers
Office and Administrative Support • Finance and Insurance
Desktop Publishers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 68% • SOC 43-9031.00
Workflow automationDocument assistantOperations copilot
#13High confidenceCoordinationLALibrary Assistants, Clerical
Office and Administrative Support • Finance and Insurance
Library Assistants, Clerical shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 67% • SOC 43-4121.00
Workflow automationDocument assistantOperations copilot
#14Low confidenceSystemsIAInformation and Record Clerks, All Other
Office and Administrative Support • Finance and Insurance
Information and Record Clerks, All Other shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 66% • SOC 43-4199.00
Workflow automationDocument assistantOperations copilot
#15High confidenceWorkflowFHFuneral Home Managers
Management • Finance and Insurance
Funeral Home Managers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 64% • SOC 11-9171.00
Workflow automationAnalytics copilotPlanning assistant
#16High confidenceSystemsCBCustoms Brokers
Business and Financial Operations • Finance and Insurance
Customs Brokers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 63% • SOC 13-1041.08
Spreadsheet AIResearch assistantWorkflow automation
#17High confidenceWorkflowCUComputer User Support Specialists
Computer and Mathematical • Finance and Insurance
Computer User Support Specialists shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 62% • SOC 15-1232.00
Code assistantTesting automationKnowledge copilot
#18High confidenceExecutionBTBioinformatics Technicians
Computer and Mathematical • Finance and Insurance
Bioinformatics Technicians shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 60% • SOC 15-2099.01
Code assistantTesting automationKnowledge copilot
#19Low confidenceSystemsMAManagers, All Other
Management • Finance and Insurance
Managers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 59% • SOC 11-9199.00
Workflow automationAnalytics copilotPlanning assistant
#20High confidenceCoordinationWAWeb Administrators
Computer and Mathematical • Finance and Insurance
Web Administrators is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 58% • SOC 15-1299.01
Code assistantTesting automationKnowledge copilot
#21High confidenceAnalysisBIBusiness Intelligence Analysts
Computer and Mathematical • Finance and Insurance
Business Intelligence Analysts is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 15-2051.01
Code assistantTesting automationKnowledge copilot
#22High confidenceProductivityGIGeographic Information Systems Technologists and Technicians
Computer and Mathematical • Finance and Insurance
Geographic Information Systems Technologists and Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 15-1299.02
Code assistantTesting automationKnowledge copilot
#23High confidenceOperationsISInformation Security Engineers
Computer and Mathematical • Finance and Insurance
Information Security Engineers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 15-1299.05
Code assistantTesting automationKnowledge copilot
#24Medium confidenceToolingTETax Examiners and Collectors, and Revenue Agents
Business and Financial Operations • Finance and Insurance
Tax Examiners and Collectors, and Revenue Agents is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 13-2081.00
Spreadsheet AIResearch assistantWorkflow automation
#25High confidenceProductivityAAAccountants and Auditors
Business and Financial Operations • Finance and Insurance
Accountants and Auditors is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 56% • SOC 13-2011.00
Spreadsheet AIResearch assistantWorkflow automation
#26Medium confidenceInsightFLFarm Labor Contractors
Business and Financial Operations • Finance and Insurance
Farm Labor Contractors is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 56% • SOC 13-1074.00
Spreadsheet AIResearch assistantWorkflow automation
#27High confidenceAnalysisCCoroners
Business and Financial Operations • Finance and Insurance
Coroners is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 55% • SOC 13-1041.06
Spreadsheet AIResearch assistantWorkflow automation
#28High confidenceInsightDADatabase Architects
Computer and Mathematical • Finance and Insurance
Database Architects is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 55% • SOC 15-1243.00
Code assistantTesting automationKnowledge copilot
#29High confidencePlanningSAStatistical Assistants
Office and Administrative Support • Finance and Insurance
Statistical Assistants is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 55% • SOC 43-9111.00
Workflow automationDocument assistantOperations copilot
#30Medium confidenceSystemsSSSustainability Specialists
Business and Financial Operations • Finance and Insurance
Sustainability Specialists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 55% • SOC 13-1199.05
Spreadsheet AIResearch assistantWorkflow automation
#31High confidenceProductivityDWData Warehousing Specialists
Computer and Mathematical • Finance and Insurance
Data Warehousing Specialists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 53% • SOC 15-1243.01
Code assistantTesting automationKnowledge copilot
#32High confidenceAnalysisMRMarket Research Analysts and Marketing Specialists
Business and Financial Operations • Finance and Insurance
Market Research Analysts and Marketing Specialists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 53% • SOC 13-1161.00
Spreadsheet AIResearch assistantWorkflow automation
#33High confidenceWorkflowDMDocument Management Specialists
Computer and Mathematical • Finance and Insurance
Document Management Specialists is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 15-1299.03
Code assistantTesting automationKnowledge copilot
#34High confidenceWorkflowFFundraisers
Business and Financial Operations • Finance and Insurance
Fundraisers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 13-1131.00
Spreadsheet AIResearch assistantWorkflow automation
#35High confidencePlanningBCBusiness Continuity Planners
Business and Financial Operations • Finance and Insurance
Business Continuity Planners is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 50% • SOC 13-1199.04
Spreadsheet AIResearch assistantWorkflow automation
#36Medium confidenceCoordinationMCMeeting, Convention, and Event Planners
Business and Financial Operations • Finance and Insurance
Meeting, Convention, and Event Planners is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 49% • SOC 13-1121.00
Spreadsheet AIResearch assistantWorkflow automation
#37High confidenceAnalysisPTPenetration Testers
Computer and Mathematical • Finance and Insurance
Penetration Testers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 48% • SOC 15-1299.04
Code assistantTesting automationKnowledge copilot
#38High confidenceInsightCECost Estimators
Business and Financial Operations • Finance and Insurance
Cost Estimators is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 46% • SOC 13-1051.00
Spreadsheet AIResearch assistantWorkflow automation
#39Medium confidenceProductivityGPGovernment Property Inspectors and Investigators
Business and Financial Operations • Finance and Insurance
Government Property Inspectors and Investigators is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 46% • SOC 13-1041.04
Spreadsheet AIResearch assistantWorkflow automation
#40Low confidencePlanningEAEducation Administrators, All Other
Management • Finance and Insurance
Education Administrators, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 45% • SOC 11-9039.00
Workflow automationAnalytics copilotPlanning assistant
#41Medium confidenceToolingLLegislators
Management • Finance and Insurance
Legislators is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 45% • SOC 11-1031.00
Workflow automationAnalytics copilotPlanning assistant
#42High confidenceCoordinationFMFinancial Managers
Management • Finance and Insurance
Financial Managers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 43% • SOC 11-3031.00
Workflow automationAnalytics copilotPlanning assistant
#43High confidenceToolingSStatisticians
Computer and Mathematical • Finance and Insurance
Statisticians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 43% • SOC 15-2041.00
Code assistantTesting automationKnowledge copilot
#44High confidenceProductivityCCCredit Counselors
Business and Financial Operations • Finance and Insurance
Credit Counselors is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 42% • SOC 13-2071.00
Spreadsheet AIResearch assistantWorkflow automation
#45High confidenceToolingMMMarketing Managers
Management • Finance and Insurance
Marketing Managers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 40% • SOC 11-2021.00
Workflow automationAnalytics copilotPlanning assistant
#46High confidenceInsightCAComputer and Information Research Scientists
Computer and Mathematical • Finance and Insurance
Computer and Information Research Scientists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 39% • SOC 15-1221.00
Code assistantTesting automationKnowledge copilot
#47High confidenceInsightEAEducation and Childcare Administrators, Preschool and Daycare
Management • Finance and Insurance
Education and Childcare Administrators, Preschool and Daycare remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 39% • SOC 11-9031.00
Workflow automationAnalytics copilotPlanning assistant
#48High confidencePlanningCRClinical Research Coordinators
Management • Finance and Insurance
Clinical Research Coordinators remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 38% • SOC 11-9121.01
Workflow automationAnalytics copilotPlanning assistant
#49High confidenceWorkflowCACredit Analysts
Business and Financial Operations • Finance and Insurance
Credit Analysts remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 35% • SOC 13-2041.00
Spreadsheet AIResearch assistantWorkflow automation
#50Medium confidenceExecutionAAAppraisers and Assessors of Real Estate
Business and Financial Operations • Finance and Insurance
Appraisers and Assessors of Real Estate remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 34% • SOC 13-2023.00
Spreadsheet AIResearch assistantWorkflow automation