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 Arts, Entertainment, and Recreation (71).
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
Arts, Entertainment, and Recreation (71)
Highest automation exposure roles in this sector. Showing top 20 results.
#1Medium confidenceCoordinationMAManicurists and Pedicurists
Personal Care and Service • Arts, Entertainment, and Recreation
Manicurists and Pedicurists shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 76% • SOC 39-5092.00
CRM automationCommunication copilotWorkflow automation
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#2High confidenceCoordinationURUmpires, Referees, and Other Sports Officials
Arts, Design, Entertainment, Sports, and Media • Arts, Entertainment, and Recreation
Umpires, Referees, and Other Sports Officials shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 70% • SOC 27-2023.00
Creative assistantEditing automationProduction workflow
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#3High confidenceSystemsCWChildcare Workers
Personal Care and Service • Arts, Entertainment, and Recreation
Childcare Workers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 69% • SOC 39-9011.00
CRM automationCommunication copilotWorkflow automation
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#4High confidenceAnalysisNNannies
Personal Care and Service • Arts, Entertainment, and Recreation
Nannies shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 68% • SOC 39-9011.01
CRM automationCommunication copilotWorkflow automation
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#5High confidenceSystemsAActors
Arts, Design, Entertainment, Sports, and Media • Arts, Entertainment, and Recreation
Actors shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 64% • SOC 27-2011.00
Creative assistantEditing automationProduction workflow
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#6High confidenceExecutionATAnimal Trainers
Personal Care and Service • Arts, Entertainment, and Recreation
Animal Trainers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 63% • SOC 39-2011.00
CRM automationCommunication copilotWorkflow automation
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#7Medium confidenceAnalysisBPBaggage Porters and Bellhops
Personal Care and Service • Arts, Entertainment, and Recreation
Baggage Porters and Bellhops shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 63% • SOC 39-6011.00
CRM automationCommunication copilotWorkflow automation
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#8Low confidenceInsightAAAthletes and Sports Competitors
Arts, Design, Entertainment, Sports, and Media • Arts, Entertainment, and Recreation
Athletes and Sports Competitors shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 61% • SOC 27-2021.00
Creative assistantEditing automationProduction workflow
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#9High confidenceOperationsCRCourt Reporters and Simultaneous Captioners
Arts, Design, Entertainment, Sports, and Media • Arts, Entertainment, and Recreation
Court Reporters and Simultaneous Captioners shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 61% • SOC 27-3092.00
Creative assistantEditing automationProduction workflow
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#10Low confidenceSystemsFAFine Artists, Including Painters, Sculptors, and Illustrators
Arts, Design, Entertainment, Sports, and Media • Arts, Entertainment, and Recreation
Fine Artists, Including Painters, Sculptors, and Illustrators is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 54% • SOC 27-1013.00
Creative assistantEditing automationProduction workflow
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#11Medium confidenceExecutionEAEntertainers and Performers, Sports and Related Workers, All Other
Arts, Design, Entertainment, Sports, and Media • Arts, Entertainment, and Recreation
Entertainers and Performers, Sports and Related Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 27-2099.00
Creative assistantEditing automationProduction workflow
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#12Low confidenceOperationsGSGambling Service Workers, All Other
Personal Care and Service • Arts, Entertainment, and Recreation
Gambling Service Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 50% • SOC 39-3019.00
CRM automationCommunication copilotWorkflow automation
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#13High confidenceProductivityBABroadcast Announcers and Radio Disc Jockeys
Arts, Design, Entertainment, Sports, and Media • Arts, Entertainment, and Recreation
Broadcast Announcers and Radio Disc Jockeys is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 49% • SOC 27-3011.00
Creative assistantEditing automationProduction workflow
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#14Low confidenceProductivityAAArtists and Related Workers, All Other
Arts, Design, Entertainment, Sports, and Media • Arts, Entertainment, and Recreation
Artists and Related Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 48% • SOC 27-1019.00
Creative assistantEditing automationProduction workflow
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#15High confidenceToolingCConcierges
Personal Care and Service • Arts, Entertainment, and Recreation
Concierges is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 48% • SOC 39-6012.00
CRM automationCommunication copilotWorkflow automation
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#16High confidenceCoordinationADArt Directors
Arts, Design, Entertainment, Sports, and Media • Arts, Entertainment, and Recreation
Art Directors is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 46% • SOC 27-1011.00
Creative assistantEditing automationProduction workflow
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#17High confidenceProductivityCACoaches and Scouts
Arts, Design, Entertainment, Sports, and Media • Arts, Entertainment, and Recreation
Coaches and Scouts is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 45% • SOC 27-2022.00
Creative assistantEditing automationProduction workflow
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#18High confidenceWorkflowCACommercial and Industrial Designers
Arts, Design, Entertainment, Sports, and Media • Arts, Entertainment, and Recreation
Commercial and Industrial Designers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 45% • SOC 27-1021.00
Creative assistantEditing automationProduction workflow
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#19High confidencePlanningGDGraphic Designers
Arts, Design, Entertainment, Sports, and Media • Arts, Entertainment, and Recreation
Graphic Designers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 45% • SOC 27-1024.00
Creative assistantEditing automationProduction workflow
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
#20High confidenceWorkflowSASet and Exhibit Designers
Arts, Design, Entertainment, Sports, and Media • Arts, Entertainment, and Recreation
Set and Exhibit Designers remains mostly human-led, with selective automation opportunities in support work.
Exposure benchmark: 37% • SOC 27-1027.00
Creative assistantEditing automationProduction workflow
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance