Category Ranking
Ranking for category: Management.
#1High confidenceExecutionPAManagement • Real Estate and Rental and Leasing
Postmasters and Mail Superintendents shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 11-9131.00
#2Medium confidenceInsightFSManagement • 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
#3Medium confidenceExecutionGMManagement • Real Estate and Rental and Leasing
Gambling Managers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 69% • SOC 11-9071.00
#4High confidenceWorkflowFHManagement • 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
#5Low confidenceSystemsMAManagement • 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
#6High confidenceCoordinationFMManagement • 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
#7Medium confidenceExecutionCAManagement • 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
#8High confidenceProductivityBTManagement • 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
#9High confidenceExecutionSMManagement • Real Estate and Rental and Leasing
Sales Managers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 50% • SOC 11-2022.00
#10High confidencePlanningPRManagement • Professional, Scientific, and Technical Services
Property, Real Estate, and Community Association Managers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 49% • SOC 11-9141.00
#11High confidenceExecutionASManagement • Professional, Scientific, and Technical Services
Administrative Services Managers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 46% • SOC 11-3012.00
#12High confidenceInsightGPManagement • 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
#13Low confidencePlanningEAManagement • 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
#14High confidenceToolingEAManagement • 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
#15Medium confidenceToolingLManagement • 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
#16High confidenceExecutionAAManagement • 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
#17High confidenceCoordinationHPManagement • 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
#18Medium confidenceInsightCMManagement • 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
#19High confidenceExecutionCAManagement • Professional, Scientific, and Technical Services
Computer and Information Systems Managers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 43% • SOC 11-3021.00
#20High confidenceCoordinationFMManagement • 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
#21High confidenceOperationsFAManagement • Real Estate and Rental and Leasing
Fitness and Wellness Coordinators is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 43% • SOC 11-9179.01
#22High confidenceExecutionMAManagement • 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
#23Medium confidenceAnalysisSMManagement • Professional, Scientific, and Technical Services
Spa Managers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 43% • SOC 11-9179.02
#24High confidenceSystemsIPManagement • Professional, Scientific, and Technical Services
Industrial Production Managers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 42% • SOC 11-3051.00
#25Medium confidencePlanningWEManagement • Management of Companies and Enterprises
Wind Energy Operations Managers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 42% • SOC 11-9199.09
#26High confidenceInsightBRManagement • Management of Companies and Enterprises
Brownfield Redevelopment Specialists and Site Managers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 41% • SOC 11-9199.11
#27Medium confidenceToolingFMManagement • Real Estate and Rental and Leasing
Fundraising Managers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 41% • SOC 11-2033.00
#28Low confidenceToolingPSManagement • 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
#29Medium confidenceAnalysisTAManagement • Professional, Scientific, and Technical Services
Training and Development Managers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 41% • SOC 11-3131.00
#30High confidenceProductivityTSManagement • 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
#31High confidenceToolingMMManagement • 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
#32High confidenceOperationsPMManagement • Management of Companies and Enterprises
Purchasing Managers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 40% • SOC 11-3061.00
#33High confidencePlanningSCManagement • Professional, Scientific, and Technical Services
Supply Chain Managers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 40% • SOC 11-3071.04
#34High confidenceInsightEAManagement • 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
#35High confidencePlanningCRManagement • Finance and Insurance
Clinical Research Coordinators remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 38% • SOC 11-9121.01
#36High confidenceExecutionCMManagement • Professional, Scientific, and Technical Services
Construction Managers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 38% • SOC 11-9021.00
#37Medium confidenceToolingTAManagement • Administrative and Support and Waste Management and Remediation Services
Treasurers and Controllers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 38% • SOC 11-3031.01
#38Medium confidenceInsightWRManagement • Professional, Scientific, and Technical Services
Water Resource Specialists remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 38% • SOC 11-9121.02
#39High confidenceProductivityRAManagement • Professional, Scientific, and Technical Services
Regulatory Affairs Managers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 36% • SOC 11-9199.01
#40High confidenceAnalysisEAManagement • Professional, Scientific, and Technical Services
Education Administrators, Postsecondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 35% • SOC 11-9033.00
#41High confidenceAnalysisPRManagement • Administrative and Support and Waste Management and Remediation Services
Public Relations Managers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 34% • SOC 11-2032.00
#42High confidenceOperationsFRManagement • Administrative and Support and Waste Management and Remediation Services
Farmers, Ranchers, and Other Agricultural Managers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 33% • SOC 11-9013.00
#43High confidenceInsightWEManagement • Real Estate and Rental and Leasing
Wind Energy Development Managers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 33% • SOC 11-9199.10
#44High confidencePlanningCSManagement • Administrative and Support and Waste Management and Remediation Services
Chief Sustainability Officers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 32% • SOC 11-1011.03
#45High confidenceWorkflowGAManagement • Finance and Insurance
General and Operations Managers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 32% • SOC 11-1021.00
#46High confidencePlanningBPManagement • Real Estate and Rental and Leasing
Biofuels Production Managers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 31% • SOC 11-3051.03
#47High confidenceInsightNSManagement • Real Estate and Rental and Leasing
Natural Sciences Managers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 31% • SOC 11-9121.00
#48Medium confidenceProductivitySMManagement • Professional, Scientific, and Technical Services
Security Managers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 31% • SOC 11-3013.01
#49High confidenceWorkflowSAManagement • Finance and Insurance
Social and Community Service Managers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 31% • SOC 11-9151.00
#50High confidenceInsightBPManagement • Administrative and Support and Waste Management and Remediation Services
Biomass Power Plant Managers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 30% • SOC 11-3051.04
#51Medium confidenceCoordinationHRManagement • Administrative and Support and Waste Management and Remediation Services
Human Resources Managers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 30% • SOC 11-3121.00
#52High confidenceExecutionEMManagement • Finance and Insurance
Emergency Management Directors remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 28% • SOC 11-9161.00
#53High confidenceWorkflowIFManagement • Administrative and Support and Waste Management and Remediation Services
Investment Fund Managers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 28% • SOC 11-3031.03
#54Medium confidenceAnalysisLMManagement • Administrative and Support and Waste Management and Remediation Services
Lodging Managers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 28% • SOC 11-9081.00
#55High confidenceSystemsLPManagement • Administrative and Support and Waste Management and Remediation Services
Loss Prevention Managers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 28% • SOC 11-9199.08
#56High confidenceToolingQCManagement • Real Estate and Rental and Leasing
Quality Control Systems Managers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 28% • SOC 11-3051.01
#57Medium confidencePlanningEAManagement • Administrative and Support and Waste Management and Remediation Services
Education Administrators, Kindergarten through Secondary remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 24% • SOC 11-9032.00
#58Medium confidenceExecutionAAManagement • Finance and Insurance
Architectural and Engineering Managers is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 19% • SOC 11-9041.00
#59High confidenceOperationsCEManagement • Administrative and Support and Waste Management and Remediation Services
Chief Executives is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.
Exposure benchmark: 18% • SOC 11-1011.00