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

Lathe Operator

AI is poised to impact Lathe Operators through advancements in computer vision, robotics, and AI-powered programming. Computer vision can automate quality control and monitoring, while robotics can handle material loading/unloading and basic machining operations. AI-driven CAM software can optimize cutting paths and tool selection, reducing the need for manual programming.

Top risks:

Reading blueprints or technical diagrams40%
Setting up and operating lathe machines60%
Inspecting machined parts for defects70%

Side-by-Side Metrics

Metric	Excavation Worker	Lathe Operator
Risk Score	67%	70%
Risk Level	High Risk	Critical Risk
Timeline	5-10 years	5-10 years
Category	Trades	Trades
Tasks at Risk	6 tasks	7 tasks
Skills at Risk	4 skills	5 skills
Safe Skills	4 skills	4 skills

Risk Comparison

Excavation Worker67%

Lathe Operator70%

Excavation Worker has 3 percentage points lower risk than Lathe Operator.

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

Lathe Operator Tasks at Risk

Reading blueprints or technical diagrams40%

5-10 years

Setting up and operating lathe machines60%

5-10 years

Inspecting machined parts for defects70%

2-5 years

Measuring dimensions of finished workpieces75%

2-5 years

Adjusting machine settings to maintain quality50%

5-10 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

Lathe Operator -- Safe Skills

Problem-solving in unexpected situationsComplex troubleshootingAdaptability to new materials and designsCommunication with engineers

Lathe Operator -- Skills at Risk

Machine operationQuality controlBlueprint readingMeasurementTool selection

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