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 Extraction • Mining, 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 Extraction • Utilities

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

Construction and Extraction • Mining, 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 Extraction • Utilities

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

Construction and Extraction • Mining, 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 Extraction • Mining, 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 Extraction • Mining, 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 Extraction • Utilities

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

Construction and Extraction • Mining, 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 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Solar Photovoltaic Installers tooling scene#14High confidenceToolingSP
Solar 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Carpet Installers tooling scene#15Medium confidenceToolingCI
Carpet 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Plasterers and Stucco Masons operations scene#16Medium confidenceOperationsPA
Plasterers and Stucco Masons

Construction and Extraction • Utilities

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 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Segmental Pavers execution scene#18Medium confidenceExecutionSP
Segmental 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
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 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Carpenters productivity scene#20High confidenceProductivityC
Carpenters

Construction and Extraction • Mining, 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 Extraction • Utilities

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

Construction and Extraction • Mining, 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 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Insulation Workers, Mechanical execution scene#25Medium confidenceExecutionIW
Insulation Workers, Mechanical

Construction and Extraction • Mining, 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 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
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 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
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 Extraction • Utilities

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

Construction and Extraction • Mining, 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 Extraction • Mining, 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 Extraction • Utilities

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

Construction and Extraction • Mining, 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 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Stonemasons execution scene#36Medium confidenceExecutionS
Stonemasons

Construction and Extraction • Mining, 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 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
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 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Highway Maintenance Workers systems scene#39High confidenceSystemsHM
Highway 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Rock Splitters, Quarry operations scene#40Medium confidenceOperationsRS
Rock 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
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 Extraction • Mining, 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 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Energy Auditors operations scene#43Medium confidenceOperationsEA
Energy Auditors

Construction and Extraction • Utilities

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

Construction and Extraction • Mining, 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 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
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 Extraction • Mining, 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 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Tile and Stone Setters analysis scene#52Medium confidenceAnalysisTA
Tile 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
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 Extraction • Utilities

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 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
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 Extraction • Mining, 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 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
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 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Pipelayers tooling scene#58High confidenceToolingP
Pipelayers

Construction and Extraction • Utilities

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 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Hazardous Materials Removal Workers insight scene#60High confidenceInsightHM
Hazardous 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Solar Energy Installation Managers execution scene#61Medium confidenceExecutionSE
Solar 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
Overall RiskPrimary ranking KPI
Exposure
Task avg
Human reliance
Boilermakers insight scene#62High confidenceInsightB
Boilermakers

Construction and Extraction • Mining, 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 Extraction • Mining, 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 Extraction • Mining, 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 Extraction • Mining, 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