Engineering & Architecture
Energy Engineers, Except Wind and Solar
HIGH
60 / 100 estimated replacement risk
VS
Engineering & Architecture
Mechanical Engineers
HIGH
56 / 100 estimated replacement risk
MetricEnergy Engineers, Except Wind and SolarMechanical EngineersAdvantage
AI Exposure6966Mechanical Engineers
Estimated Replacement RiskHIGH60HIGH56Mechanical Engineers
Human Dependency6667Mechanical Engineers
Physical Dependency3133Mechanical Engineers
Labour-market Resilience5960Mechanical Engineers
Confidence80.57482.8441Mechanical Engineers
Task Coverage80.8927%86.2746%Mechanical 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.