VS
MetricRoofersSheet Metal WorkersAdvantage
AI Exposure4943Sheet Metal Workers
Replacement Risk3742Roofers
Human Dependency7565Roofers
Physical Dependency6656Roofers
Labour-market Resilience7164Roofers
Confidence81.588581.6179Sheet Metal Workers
Task Coverage85.743886.5099Sheet 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.
