VS
Construction & Extraction
Sheet Metal Workers
MODERATE
42 / 100 estimated replacement risk
MetricRoofersSheet Metal WorkersAdvantage
AI Exposure4943Sheet Metal Workers
Estimated Replacement RiskMODERATE37MODERATE42Roofers
Human Dependency7565Roofers
Physical Dependency6656Roofers
Labour-market Resilience7164Roofers
Confidence81.588581.6179Sheet Metal Workers
Task Coverage85.7438%86.5099%Sheet Metal Workers
Verdict
Roofers currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.
