Ranking

By industry

Compare exposure patterns across industry sectors and drill into each sector ranking.

24 sectors indexed. Showing role-level rankings for Utilities (22).

Highest average sector exposure

Sectors ranked by average role exposure benchmark.

Highest average sector exposureSectors ranked by average role exposure benchmark.0%20%40%60%80%100%33 - Manufacturing33 - Manufacturing: 77% avg exposure77% avg exposure72 - Accommodation and Food Ser…72 - Accommodation and Food Services: 76% avg exposure76% avg exposure32 - Manufacturing32 - Manufacturing: 76% avg exposure76% avg exposure11 - Agriculture, Forestry, Fis…11 - Agriculture, Forestry, Fishing and Hunting: 74% avg exposure74% avg exposure45 - Retail Trade45 - Retail Trade: 73% avg exposure73% avg exposure48 - Transportation and Warehou…48 - Transportation and Warehousing: 67% avg exposure67% avg exposure81 - Other Services (except Pub…81 - Other Services (except Public Administration): 65% avg exposure65% avg exposure49 - Transportation and Warehou…49 - Transportation and Warehousing: 62% avg exposure62% avg exposure

Largest sector coverage

Sectors with the largest number of benchmarked roles.

Largest sector coverageSectors with the largest number of benchmarked roles.0%20%40%60%80%100%54 - Professional, Scientific, …54 - Professional, Scientific, and Technical Services: 187 roles187 roles62 - Health Care and Social Ass…62 - Health Care and Social Assistance: 151 roles151 roles31 - Manufacturing31 - Manufacturing: 85 roles85 roles92 - Public Administration92 - Public Administration: 85 roles85 roles33 - Manufacturing33 - Manufacturing: 63 roles63 roles56 - Administrative and Support…56 - Administrative and Support and Waste Management and Remediation Services: 61 roles61 roles52 - Finance and Insurance52 - Finance and Insurance: 56 roles56 roles61 - Educational Services61 - Educational Services: 45 roles45 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

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Accommodation and Food Services (72)

20 roles • 76% avg exposure

Highest: Food Servers, Nonrestaurant

Lowest: Food Preparation and Serving Related Workers, All Other

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Manufacturing (32)

25 roles • 76% avg exposure

Highest: Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic

Lowest: Machinists

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Agriculture, Forestry, Fishing and Hunting (11)

14 roles • 74% avg exposure

Highest: Agricultural Equipment Operators

Lowest: Logging Workers, All Other

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Retail Trade (45)

4 roles • 73% avg exposure

Highest: Parts Salespersons

Lowest: Advertising Sales Agents

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Transportation and Warehousing (48)

40 roles • 67% avg exposure

Highest: Bus Drivers, School

Lowest: Control and Valve Installers and Repairers, Except Mechanical Door

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Other Services (except Public Administration) (81)

20 roles • 65% avg exposure

Highest: Maids and Housekeeping Cleaners

Lowest: Recreation Workers

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Transportation and Warehousing (49)

8 roles • 62% avg exposure

Highest: Automotive and Watercraft Service Attendants

Lowest: Musical Instrument Repairers and Tuners

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Utilities (22)

15 roles • 61% avg exposure

Highest: Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons

Lowest: Civil Engineers

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Mining, Quarrying, and Oil and Gas Extraction (21)

22 roles • 60% avg exposure

Highest: Floor Sanders and Finishers

Lowest: Solar Thermal Installers and Technicians

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Real Estate and Rental and Leasing (53)

17 roles • 60% avg exposure

Highest: Dispatchers, Except Police, Fire, and Ambulance

Lowest: Quality Control Systems Managers

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Construction (23)

41 roles • 59% avg exposure

Highest: Paving, Surfacing, and Tamping Equipment Operators

Lowest: Environmental Engineering Technologists and Technicians

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Manufacturing (31)

85 roles • 59% avg exposure

Highest: Sewing Machine Operators

Lowest: Solar Energy Systems Engineers

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Retail Trade (44)

3 roles • 59% avg exposure

Highest: Sales and Related Workers, All Other

Lowest: Insurance Sales Agents

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Wholesale Trade (42)

12 roles • 59% avg exposure

Highest: Gambling Change Persons and Booth Cashiers

Lowest: Sales Engineers

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Arts, Entertainment, and Recreation (71)

20 roles • 56% avg exposure

Highest: Manicurists and Pedicurists

Lowest: Set and Exhibit Designers

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Administrative and Support and Waste Management and Remediation Services (56)

61 roles • 55% avg exposure

Highest: Landscaping and Groundskeeping Workers

Lowest: Chief Executives

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Finance and Insurance (52)

56 roles • 55% avg exposure

Highest: Order Clerks

Lowest: Architectural and Engineering Managers

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Information (51)

18 roles • 52% avg exposure

Highest: Designers, All Other

Lowest: News Analysts, Reporters, and Journalists

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Professional, 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

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Management of Companies and Enterprises (55)

4 roles • 47% avg exposure

Highest: Tax Preparers

Lowest: Purchasing Managers

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Health Care and Social Assistance (62)

151 roles • 41% avg exposure

Highest: Amusement and Recreation Attendants

Lowest: Nurse Anesthetists

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Public Administration (92)

85 roles • 41% avg exposure

Highest: First-Line Supervisors of Police and Detectives

Lowest: Mental Health Counselors

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Educational Services (61)

45 roles • 34% avg exposure

Highest: Career/Technical Education Teachers, Postsecondary

Lowest: Archivists

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Sector ranking

Utilities (22)

Highest automation exposure roles in this sector. Showing top 15 results.

Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons tooling scene#1High confidenceToolingHP
Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons

Construction and ExtractionUtilities

Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 77% • SOC 47-3014.00

Project workflowPlanning assistantDocumentation copilot
Overall Risk77%
Exposure77%
Task avg78%
Human reliance23%
Open role profile
Fence Erectors tooling scene#2Low confidenceToolingFE
Fence Erectors

Construction and ExtractionUtilities

Fence Erectors shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 73% • SOC 47-4031.00

Project workflowPlanning assistantDocumentation copilot
Overall Risk73%
Exposure73%
Task avg74%
Human reliance27%
Open role profile
Sheet Metal Workers workflow scene#3High confidenceWorkflowSM
Sheet Metal Workers

Construction and ExtractionUtilities

Sheet Metal Workers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 72% • SOC 47-2211.00

Project workflowPlanning assistantDocumentation copilot
Overall Risk72%
Exposure72%
Task avg73%
Human reliance28%
Open role profile
Plasterers and Stucco Masons operations scene#4Medium confidenceOperationsPA
Plasterers and Stucco Masons

Construction and ExtractionUtilities

Plasterers and Stucco Masons shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 69% • SOC 47-2161.00

Project workflowPlanning assistantDocumentation copilot
Overall Risk69%
Exposure69%
Task avg70%
Human reliance31%
Open role profile
Cement Masons and Concrete Finishers analysis scene#5High confidenceAnalysisCM
Cement Masons and Concrete Finishers

Construction and ExtractionUtilities

Cement Masons and Concrete Finishers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 65% • SOC 47-2051.00

Project workflowPlanning assistantDocumentation copilot
Overall Risk65%
Exposure65%
Task avg66%
Human reliance35%
Open role profile
Septic Tank Servicers and Sewer Pipe Cleaners planning scene#6High confidencePlanningST
Septic Tank Servicers and Sewer Pipe Cleaners

Construction and ExtractionUtilities

Septic Tank Servicers and Sewer Pipe Cleaners shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 64% • SOC 47-4071.00

Project workflowPlanning assistantDocumentation copilot
Overall Risk64%
Exposure64%
Task avg65%
Human reliance36%
Open role profile
Telecommunications Line Installers and Repairers analysis scene#7Low confidenceAnalysisTL
Telecommunications Line Installers and Repairers

Installation, Maintenance, and RepairUtilities

Telecommunications Line Installers and Repairers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 64% • SOC 49-9052.00

Diagnostics assistantMaintenance workflowField reporting
Overall Risk64%
Exposure64%
Task avg65%
Human reliance36%
Open role profile
Drafters, All Other operations scene#8Low confidenceOperationsDA
Drafters, All Other

Architecture and EngineeringUtilities

Drafters, All Other shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 63% • SOC 17-3019.00

CAD automationSimulation toolingTechnical copilot
Overall Risk63%
Exposure63%
Task avg64%
Human reliance37%
Open role profile
Helpers--Roofers planning scene#9High confidencePlanningH
Helpers--Roofers

Construction and ExtractionUtilities

Helpers--Roofers shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 63% • SOC 47-3016.00

Project workflowPlanning assistantDocumentation copilot
Overall Risk63%
Exposure63%
Task avg64%
Human reliance37%
Open role profile
Watch and Clock Repairers execution scene#10High confidenceExecutionWA
Watch and Clock Repairers

Installation, Maintenance, and RepairUtilities

Watch and Clock Repairers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 57% • SOC 49-9064.00

Diagnostics assistantMaintenance workflowField reporting
Overall Risk57%
Exposure57%
Task avg58%
Human reliance43%
Open role profile
Energy Auditors operations scene#11Medium confidenceOperationsEA
Energy Auditors

Construction and ExtractionUtilities

Energy Auditors is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 56% • SOC 47-4011.01

Project workflowPlanning assistantDocumentation copilot
Overall Risk56%
Exposure56%
Task avg57%
Human reliance44%
Open role profile
Underground Mining Machine Operators, All Other workflow scene#12Low confidenceWorkflowUM
Underground Mining Machine Operators, All Other

Construction and ExtractionUtilities

Underground Mining Machine Operators, All Other is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 53% • SOC 47-5049.00

Project workflowPlanning assistantDocumentation copilot
Overall Risk53%
Exposure53%
Task avg54%
Human reliance47%
Open role profile
Pipelayers tooling scene#13High confidenceToolingP
Pipelayers

Construction and ExtractionUtilities

Pipelayers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 50% • SOC 47-2151.00

Project workflowPlanning assistantDocumentation copilot
Overall Risk50%
Exposure50%
Task avg51%
Human reliance50%
Open role profile
Maintenance and Repair Workers, General execution scene#14High confidenceExecutionMA
Maintenance and Repair Workers, General

Installation, Maintenance, and RepairUtilities

Maintenance and Repair Workers, General is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 47% • SOC 49-9071.00

Diagnostics assistantMaintenance workflowField reporting
Overall Risk47%
Exposure47%
Task avg48%
Human reliance53%
Open role profile
Civil Engineers planning scene#15High confidencePlanningCE
Civil Engineers

Architecture and EngineeringUtilities

Civil Engineers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 43% • SOC 17-2051.00

CAD automationSimulation toolingTechnical copilot
Overall Risk43%
Exposure43%
Task avg44%
Human reliance57%
Open role profile
Rankings by industry - replaced.fyi