Lower Risk

Trades

Excavation Worker

AI is poised to impact excavation workers primarily through advancements in autonomous heavy machinery and computer vision. Self-driving excavators and bulldozers, powered by AI, can automate repetitive tasks and improve efficiency. Computer vision can enhance safety by detecting obstacles and preventing accidents. LLMs are less directly applicable to the core physical tasks but could assist with planning and reporting.

Top risks:

Operate excavating machinery to move earth, rock, or other materials60%
Read and interpret blueprints, plans, and specifications to determine excavation requirements40%
Inspect and maintain excavating machinery to ensure proper functioning50%

Trades

Mill Worker

AI is poised to impact mill workers primarily through automation of routine tasks via robotics and computer vision. Computer vision systems can monitor product quality and identify defects, while robotics can automate material handling and repetitive processes. LLMs are less directly applicable but could assist in optimizing production schedules and maintenance logs.

Top risks:

Operate machinery to cut, shape, or form materials60%
Monitor machine operations to detect malfunctions or deviations from standards70%
Adjust machine settings to maintain product quality or production volume40%

Side-by-Side Metrics

Metric	Excavation Worker	Mill Worker
Risk Score	67%	75%
Risk Level	High Risk	Critical Risk
Timeline	5-10 years	5-10 years
Category	Trades	Trades
Tasks at Risk	6 tasks	6 tasks
Skills at Risk	4 skills	4 skills
Safe Skills	4 skills	4 skills

Risk Comparison

Excavation Worker67%

Mill Worker75%

Excavation Worker has 8 percentage points lower risk than Mill Worker.

Tasks at Risk

Excavation Worker Tasks at Risk

Operate excavating machinery to move earth, rock, or other materials60%

5-10 years

Read and interpret blueprints, plans, and specifications to determine excavation requirements40%

5-10 years

Inspect and maintain excavating machinery to ensure proper functioning50%

5-10 years

Follow safety procedures and regulations to prevent accidents and injuries30%

5-10 years

Grade and level earth to specified elevations using surveying equipment70%

5-10 years

Mill Worker Tasks at Risk

Operate machinery to cut, shape, or form materials60%

5-10 years

Monitor machine operations to detect malfunctions or deviations from standards70%

2-5 years

Adjust machine settings to maintain product quality or production volume40%

5-10 years

Inspect finished products for defects or conformance to specifications80%

2-5 years

Load and unload materials from machines or conveyors75%

2-5 years

Skills Comparison

Excavation Worker -- Safe Skills

Complex problem-solvingAdaptability to unexpected site conditionsCoordination with human teamsCritical thinking in emergencies

Excavation Worker -- Skills at Risk

Operating heavy machineryGrading and levelingBasic equipment maintenanceFollowing blueprints

Mill Worker -- Safe Skills

Problem-solving in novel situationsComplex troubleshootingAdaptability to unforeseen circumstancesTeamwork and communication

Mill Worker -- Skills at Risk

Machine operationQuality controlMaterial handlingData recording

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