VS
Engineering & Architecture
Mechanical Engineers
HIGH
56 / 100 estimated replacement risk
MetricFuel Cell EngineersMechanical EngineersAdvantage
AI Exposure7166Mechanical Engineers
Estimated Replacement RiskHIGH64HIGH56Mechanical Engineers
Human Dependency5867Mechanical Engineers
Physical Dependency3533Fuel Cell Engineers
Labour-market Resilience5560Mechanical Engineers
Confidence82.773882.8441Mechanical Engineers
Task Coverage86.3186%86.2746%Fuel Cell Engineers
Verdict
Mechanical 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.