Construction & Extraction
Sheet Metal Workers
MODERATE
42 / 100 estimated replacement risk
VS
Construction & Extraction
Helpers--Extraction Workers
LOW
34 / 100 estimated replacement risk
MetricSheet Metal WorkersHelpers--Extraction WorkersAdvantage
AI Exposure4345Sheet Metal Workers
Estimated Replacement RiskMODERATE42LOW34Helpers--Extraction Workers
Human Dependency6570Helpers--Extraction Workers
Physical Dependency5673Helpers--Extraction Workers
Labour-market Resilience6477Helpers--Extraction Workers
Confidence81.617979.945Sheet Metal Workers
Task Coverage86.5099%81.5563%Sheet Metal Workers
Verdict
Helpers--Extraction Workers currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.