VS
MetricLocomotive EngineersSubway and Streetcar OperatorsAdvantage
AI Exposure4550Locomotive Engineers
Replacement Risk3638Locomotive Engineers
Human Dependency7575Even
Physical Dependency7071Subway and Streetcar Operators
Labour-market Resilience7167Locomotive Engineers
Confidence80.412180.2863Locomotive Engineers
Task Coverage82.87182.963Subway and Streetcar Operators
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.
