Category Ranking

Construction and Extraction

Ranking for category: Construction and Extraction.

Floor Sanders and Finishers execution scene#1Medium confidenceExecutionFS
Floor Sanders and Finishers

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

A large share of Floor Sanders and Finishers tasks are currently automatable in Iron Ore Mining.

Exposure benchmark: 82% • SOC 47-2043.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons tooling scene#2High 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 RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Paving, Surfacing, and Tamping Equipment Operators workflow scene#3High confidenceWorkflowPS
Paving, Surfacing, and Tamping Equipment Operators

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Continuous Mining Machine Operators workflow scene#4High confidenceWorkflowCM
Continuous Mining Machine Operators

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

Continuous Mining Machine Operators shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 73% • SOC 47-5041.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Fence Erectors tooling scene#5Low 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 RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Helpers--Electricians systems scene#6High confidenceSystemsH
Helpers--Electricians

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Paperhangers analysis scene#7High confidenceAnalysisP
Paperhangers

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

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

Exposure benchmark: 73% • SOC 47-2142.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Roof Bolters, Mining productivity scene#8Low confidenceProductivityRB
Roof Bolters, Mining

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

Roof Bolters, Mining shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 73% • SOC 47-5043.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Service Unit Operators, Oil and Gas insight scene#9High confidenceInsightSU
Service Unit Operators, Oil and Gas

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

Service Unit Operators, Oil and Gas shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 73% • SOC 47-5013.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Sheet Metal Workers workflow scene#10High 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 RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Terrazzo Workers and Finishers systems scene#11High confidenceSystemsTW
Terrazzo Workers and Finishers

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Brickmasons and Blockmasons workflow scene#12High confidenceWorkflowBA
Brickmasons and Blockmasons

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

Brickmasons and Blockmasons shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 71% • SOC 47-2021.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Painters, Construction and Maintenance execution scene#13High confidenceExecutionPC
Painters, Construction and Maintenance

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Solar Photovoltaic Installers tooling scene#14High confidenceToolingSP
Solar Photovoltaic Installers

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Carpet Installers tooling scene#15Medium confidenceToolingCI
Carpet Installers

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Plasterers and Stucco Masons operations scene#16Medium 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 RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Construction Laborers coordination scene#17High confidenceCoordinationCL
Construction Laborers

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Segmental Pavers execution scene#18Medium confidenceExecutionSP
Segmental Pavers

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Derrick Operators, Oil and Gas workflow scene#19Medium confidenceWorkflowDO
Derrick Operators, Oil and Gas

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Carpenters productivity scene#20High confidenceProductivityC
Carpenters

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

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

Exposure benchmark: 65% • SOC 47-2031.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Cement Masons and Concrete Finishers analysis scene#21High 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 RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Glaziers planning scene#22High confidencePlanningG
Glaziers

Construction and ExtractionConstruction

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

Exposure benchmark: 65% • SOC 47-2121.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Helpers--Extraction Workers coordination scene#23High confidenceCoordinationHW
Helpers--Extraction Workers

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

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

Exposure benchmark: 65% • SOC 47-5081.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Insulation Workers, Floor, Ceiling, and Wall coordination scene#24Medium confidenceCoordinationIW
Insulation Workers, Floor, Ceiling, and Wall

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Insulation Workers, Mechanical execution scene#25Medium confidenceExecutionIW
Insulation Workers, Mechanical

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

Insulation Workers, Mechanical shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 65% • SOC 47-2132.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters coordination scene#26High confidenceCoordinationHB
Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Operating Engineers and Other Construction Equipment Operators execution scene#27High confidenceExecutionOE
Operating Engineers and Other Construction Equipment Operators

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Septic Tank Servicers and Sewer Pipe Cleaners planning scene#28High 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 RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Structural Iron and Steel Workers systems scene#29High confidenceSystemsSI
Structural Iron and Steel Workers

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Weatherization Installers and Technicians systems scene#30High confidenceSystemsWI
Weatherization Installers and Technicians

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

Weatherization Installers and Technicians shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 64% • SOC 47-4099.03

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Elevator and Escalator Installers and Repairers operations scene#31Medium confidenceOperationsEA
Elevator and Escalator Installers and Repairers

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

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

Exposure benchmark: 63% • SOC 47-4021.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Helpers--Roofers planning scene#32High 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 RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Rotary Drill Operators, Oil and Gas operations scene#33Medium confidenceOperationsRD
Rotary Drill Operators, Oil and Gas

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Roustabouts, Oil and Gas coordination scene#34Medium confidenceCoordinationRO
Roustabouts, Oil and Gas

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

Roustabouts, Oil and Gas shows high exposure in repetitive digital tasks, with human review still required.

Exposure benchmark: 63% • SOC 47-5071.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Roofers operations scene#35High confidenceOperationsR
Roofers

Construction and ExtractionConstruction

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

Exposure benchmark: 62% • SOC 47-2181.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Stonemasons execution scene#36Medium confidenceExecutionS
Stonemasons

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

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

Exposure benchmark: 62% • SOC 47-2022.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Tapers analysis scene#37Medium confidenceAnalysisT
Tapers

Construction and ExtractionConstruction

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

Exposure benchmark: 62% • SOC 47-2082.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Earth Drillers, Except Oil and Gas analysis scene#38High confidenceAnalysisED
Earth Drillers, Except Oil and Gas

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Highway Maintenance Workers systems scene#39High confidenceSystemsHM
Highway Maintenance Workers

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Rock Splitters, Quarry operations scene#40Medium confidenceOperationsRS
Rock Splitters, Quarry

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
First-Line Supervisors of Construction Trades and Extraction Workers execution scene#41Medium confidenceExecutionFS
First-Line Supervisors of Construction Trades and Extraction Workers

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

First-Line Supervisors of Construction Trades and Extraction Workers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 57% • SOC 47-1011.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Helpers--Carpenters productivity scene#42High confidenceProductivityH
Helpers--Carpenters

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Energy Auditors operations scene#43Medium 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 RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Explosives Workers, Ordnance Handling Experts, and Blasters insight scene#44High confidenceInsightEW
Explosives Workers, Ordnance Handling Experts, and Blasters

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

Explosives Workers, Ordnance Handling Experts, and Blasters is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 56% • SOC 47-5032.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Reinforcing Iron and Rebar Workers systems scene#45High confidenceSystemsRI
Reinforcing Iron and Rebar Workers

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Excavating and Loading Machine and Dragline Operators, Surface Mining insight scene#46Medium confidenceInsightEA
Excavating and Loading Machine and Dragline Operators, Surface Mining

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Floor Layers, Except Carpet, Wood, and Hard Tiles analysis scene#47Medium confidenceAnalysisFL
Floor Layers, Except Carpet, Wood, and Hard Tiles

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Pile Driver Operators insight scene#48High confidenceInsightPD
Pile Driver Operators

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

Pile Driver Operators is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 54% • SOC 47-2072.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Construction and Building Inspectors productivity scene#49High confidenceProductivityCA
Construction and Building Inspectors

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Loading and Moving Machine Operators, Underground Mining productivity scene#50High confidenceProductivityLA
Loading and Moving Machine Operators, Underground Mining

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

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

Exposure benchmark: 53% • SOC 47-5044.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Rail-Track Laying and Maintenance Equipment Operators coordination scene#51High confidenceCoordinationRL
Rail-Track Laying and Maintenance Equipment Operators

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Tile and Stone Setters analysis scene#52Medium confidenceAnalysisTA
Tile and Stone Setters

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Underground Mining Machine Operators, All Other workflow scene#53Low 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 RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Extraction Workers, All Other systems scene#54Low confidenceSystemsEW
Extraction Workers, All Other

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters tooling scene#55High confidenceToolingHP
Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 52% • SOC 47-3015.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Drywall and Ceiling Tile Installers productivity scene#56High confidenceProductivityDA
Drywall and Ceiling Tile Installers

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Helpers, Construction Trades, All Other productivity scene#57Low confidenceProductivityHC
Helpers, Construction Trades, All Other

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Pipelayers tooling scene#58High 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 RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Construction and Related Workers, All Other execution scene#59Low confidenceExecutionCA
Construction and Related Workers, All Other

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Hazardous Materials Removal Workers insight scene#60High confidenceInsightHM
Hazardous Materials Removal Workers

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Solar Energy Installation Managers execution scene#61Medium confidenceExecutionSE
Solar Energy Installation Managers

Construction and ExtractionConstruction

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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Boilermakers insight scene#62High confidenceInsightB
Boilermakers

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

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

Exposure benchmark: 41% • SOC 47-2011.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Electricians productivity scene#63High confidenceProductivityE
Electricians

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

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

Exposure benchmark: 41% • SOC 47-2111.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Plumbers, Pipefitters, and Steamfitters insight scene#64High confidenceInsightPP
Plumbers, Pipefitters, and Steamfitters

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

Plumbers, Pipefitters, and Steamfitters is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 41% • SOC 47-2152.00

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Solar Thermal Installers and Technicians systems scene#65High confidenceSystemsST
Solar Thermal Installers and Technicians

Construction and ExtractionMining, Quarrying, and Oil and Gas Extraction

Solar Thermal Installers and Technicians remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 39% • SOC 47-2152.04

Project workflowPlanning assistantDocumentation copilot
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance