VS
MetricCement Masons and Concrete FinishersRoofersAdvantage
AI Exposure5249Roofers
Replacement Risk3937Roofers
Human Dependency6475Roofers
Physical Dependency7366Cement Masons and Concrete Finishers
Labour-market Resilience6771Roofers
Confidence80.596181.5885Roofers
Task Coverage82.493285.7438Roofers
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.
