VS
MetricLocomotive EngineersRailroad Conductors and YardmastersAdvantage
AI Exposure4554Locomotive Engineers
Replacement Risk3642Locomotive Engineers
Human Dependency7575Even
Physical Dependency7064Locomotive Engineers
Labour-market Resilience7169Locomotive Engineers
Confidence80.412183.1343Railroad Conductors and Yardmasters
Task Coverage82.87188.1298Railroad Conductors and Yardmasters
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.
