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 Construction (23).
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
Construction (23)
Highest automation exposure roles in this sector. Showing top 41 results.
#1High confidenceWorkflowPSPaving, Surfacing, and Tamping Equipment Operators
Construction and Extraction • Construction
Paving, Surfacing, and Tamping Equipment Operators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 74% • SOC 47-2071.00
Project workflowPlanning assistantDocumentation copilot
#2High confidenceSystemsHHelpers--Electricians
Construction and Extraction • Construction
Helpers--Electricians shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 73% • SOC 47-3013.00
Project workflowPlanning assistantDocumentation copilot
#3High confidenceSystemsTWTerrazzo Workers and Finishers
Construction and Extraction • Construction
Terrazzo Workers and Finishers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 72% • SOC 47-2053.00
Project workflowPlanning assistantDocumentation copilot
#4High confidenceExecutionPCPainters, Construction and Maintenance
Construction and Extraction • Construction
Painters, Construction and Maintenance shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 71% • SOC 47-2141.00
Project workflowPlanning assistantDocumentation copilot
#5High confidenceToolingSPSolar Photovoltaic Installers
Construction and Extraction • Construction
Solar Photovoltaic Installers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 71% • SOC 47-2231.00
Project workflowPlanning assistantDocumentation copilot
#6High confidencePlanningEAElectro-Mechanical and Mechatronics Technologists and Technicians
Architecture and Engineering • Construction
Electro-Mechanical and Mechatronics Technologists and Technicians shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 70% • SOC 17-3024.00
CAD automationSimulation toolingTechnical copilot
#7Medium confidenceToolingCICarpet Installers
Construction and Extraction • Construction
Carpet Installers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 69% • SOC 47-2041.00
Project workflowPlanning assistantDocumentation copilot
#8High confidenceCoordinationCLConstruction Laborers
Construction and Extraction • Construction
Construction Laborers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 67% • SOC 47-2061.00
Project workflowPlanning assistantDocumentation copilot
#9Medium confidenceExecutionSPSegmental Pavers
Construction and Extraction • Construction
Segmental Pavers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 67% • SOC 47-4091.00
Project workflowPlanning assistantDocumentation copilot
#10Medium confidenceWorkflowDODerrick Operators, Oil and Gas
Construction and Extraction • Construction
Derrick Operators, Oil and Gas shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 66% • SOC 47-5011.00
Project workflowPlanning assistantDocumentation copilot
#11High confidencePlanningGGlaziers
Construction and Extraction • Construction
Glaziers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 65% • SOC 47-2121.00
Project workflowPlanning assistantDocumentation copilot
#12Medium confidenceCoordinationIWInsulation Workers, Floor, Ceiling, and Wall
Construction and Extraction • Construction
Insulation Workers, Floor, Ceiling, and Wall shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 65% • SOC 47-2131.00
Project workflowPlanning assistantDocumentation copilot
#13High confidenceCoordinationHBHelpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters
Construction and Extraction • Construction
Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 64% • SOC 47-3011.00
Project workflowPlanning assistantDocumentation copilot
#14High confidenceExecutionOEOperating Engineers and Other Construction Equipment Operators
Construction and Extraction • Construction
Operating Engineers and Other Construction Equipment Operators shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 64% • SOC 47-2073.00
Project workflowPlanning assistantDocumentation copilot
#15High confidenceSystemsSIStructural Iron and Steel Workers
Construction and Extraction • Construction
Structural Iron and Steel Workers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 64% • SOC 47-2221.00
Project workflowPlanning assistantDocumentation copilot
#16Medium confidenceOperationsRDRotary Drill Operators, Oil and Gas
Construction and Extraction • Construction
Rotary Drill Operators, Oil and Gas shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 63% • SOC 47-5012.00
Project workflowPlanning assistantDocumentation copilot
#17High confidenceOperationsRRoofers
Construction and Extraction • Construction
Roofers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 62% • SOC 47-2181.00
Project workflowPlanning assistantDocumentation copilot
#18Medium confidenceAnalysisTTapers
Construction and Extraction • Construction
Tapers shows high exposure in repetitive digital tasks, with human review still required.
Exposure benchmark: 62% • SOC 47-2082.00
Project workflowPlanning assistantDocumentation copilot
#19High confidenceAnalysisEDEarth Drillers, Except Oil and Gas
Construction and Extraction • Construction
Earth Drillers, Except Oil and Gas is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 59% • SOC 47-5023.00
Project workflowPlanning assistantDocumentation copilot
#20High confidenceSystemsHMHighway Maintenance Workers
Construction and Extraction • Construction
Highway Maintenance Workers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 59% • SOC 47-4051.00
Project workflowPlanning assistantDocumentation copilot
#21Medium confidenceOperationsRSRock Splitters, Quarry
Construction and Extraction • Construction
Rock Splitters, Quarry is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 59% • SOC 47-5051.00
Project workflowPlanning assistantDocumentation copilot
#22High confidenceOperationsCTCalibration Technologists and Technicians
Architecture and Engineering • Construction
Calibration Technologists and Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 17-3028.00
CAD automationSimulation toolingTechnical copilot
#23High confidenceProductivityHHelpers--Carpenters
Construction and Extraction • Construction
Helpers--Carpenters is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 57% • SOC 47-3012.00
Project workflowPlanning assistantDocumentation copilot
#24High confidenceSystemsRIReinforcing Iron and Rebar Workers
Construction and Extraction • Construction
Reinforcing Iron and Rebar Workers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 56% • SOC 47-2171.00
Project workflowPlanning assistantDocumentation copilot
#25High confidenceCoordinationIEIndustrial Engineering Technologists and Technicians
Architecture and Engineering • Construction
Industrial Engineering Technologists and Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 55% • SOC 17-3026.00
CAD automationSimulation toolingTechnical copilot
#26High confidenceSystemsSSurveyors
Architecture and Engineering • Construction
Surveyors is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 55% • SOC 17-1022.00
CAD automationSimulation toolingTechnical copilot
#27Medium confidenceInsightEAExcavating and Loading Machine and Dragline Operators, Surface Mining
Construction and Extraction • Construction
Excavating and Loading Machine and Dragline Operators, Surface Mining is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 54% • SOC 47-5022.00
Project workflowPlanning assistantDocumentation copilot
#28Medium confidenceAnalysisFLFloor Layers, Except Carpet, Wood, and Hard Tiles
Construction and Extraction • Construction
Floor Layers, Except Carpet, Wood, and Hard Tiles is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 54% • SOC 47-2042.00
Project workflowPlanning assistantDocumentation copilot
#29High confidenceProductivityCAConstruction and Building Inspectors
Construction and Extraction • Construction
Construction and Building Inspectors is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 53% • SOC 47-4011.00
Project workflowPlanning assistantDocumentation copilot
#30High confidenceCoordinationRLRail-Track Laying and Maintenance Equipment Operators
Construction and Extraction • Construction
Rail-Track Laying and Maintenance Equipment Operators is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 53% • SOC 47-4061.00
Project workflowPlanning assistantDocumentation copilot
#31High confidenceOperationsSASurveying and Mapping Technicians
Architecture and Engineering • Construction
Surveying and Mapping Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 53% • SOC 17-3031.00
CAD automationSimulation toolingTechnical copilot
#32Medium confidenceAnalysisTATile and Stone Setters
Construction and Extraction • Construction
Tile and Stone Setters is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 53% • SOC 47-2044.00
Project workflowPlanning assistantDocumentation copilot
#33High confidenceCoordinationEEElectrical Engineers
Architecture and Engineering • Construction
Electrical Engineers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 17-2071.00
CAD automationSimulation toolingTechnical copilot
#34Low confidenceSystemsEWExtraction Workers, All Other
Construction and Extraction • Construction
Extraction Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 52% • SOC 47-5099.00
Project workflowPlanning assistantDocumentation copilot
#35High confidenceProductivityDADrywall and Ceiling Tile Installers
Construction and Extraction • Construction
Drywall and Ceiling Tile Installers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 50% • SOC 47-2081.00
Project workflowPlanning assistantDocumentation copilot
#36Low confidenceProductivityHCHelpers, Construction Trades, All Other
Construction and Extraction • Construction
Helpers, Construction Trades, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 50% • SOC 47-3019.00
Project workflowPlanning assistantDocumentation copilot
#37Low confidenceExecutionCAConstruction and Related Workers, All Other
Construction and Extraction • Construction
Construction and Related Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 46% • SOC 47-4099.00
Project workflowPlanning assistantDocumentation copilot
#38High confidenceInsightWEWater/Wastewater Engineers
Architecture and Engineering • Construction
Water/Wastewater Engineers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 46% • SOC 17-2051.02
CAD automationSimulation toolingTechnical copilot
#39High confidenceInsightHMHazardous Materials Removal Workers
Construction and Extraction • Construction
Hazardous Materials Removal Workers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 42% • SOC 47-4041.00
Project workflowPlanning assistantDocumentation copilot
#40Medium confidenceExecutionSESolar Energy Installation Managers
Construction and Extraction • Construction
Solar Energy Installation Managers is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 42% • SOC 47-1011.03
Project workflowPlanning assistantDocumentation copilot
#41High confidencePlanningEEEnvironmental Engineering Technologists and Technicians
Architecture and Engineering • Construction
Environmental Engineering Technologists and Technicians is a hybrid role where automation assists execution but does not fully replace ownership.
Exposure benchmark: 40% • SOC 17-3025.00
CAD automationSimulation toolingTechnical copilot