VS
MetricAir Traffic ControllersLocomotive EngineersAdvantage
AI Exposure6345Locomotive Engineers
Replacement Risk5336Locomotive Engineers
Human Dependency8175Air Traffic Controllers
Physical Dependency3470Locomotive Engineers
Labour-market Resilience6071Locomotive Engineers
Confidence82.406980.4121Air Traffic Controllers
Task Coverage85.892382.871Air Traffic Controllers
Verdict
Locomotive Engineers currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.
