Engineering & Architecture
Mining and Geological Engineers, Including Mining Safety Engineers
HIGH
55 / 100 estimated replacement risk
VS
Engineering & Architecture
Transportation Engineers
HIGH
51 / 100 estimated replacement risk
MetricMining and Geological Engineers, Including Mining Safety EngineersTransportation EngineersAdvantage
AI Exposure5957Transportation Engineers
Estimated Replacement RiskHIGH55HIGH51Transportation Engineers
Human Dependency6481Transportation Engineers
Physical Dependency3739Transportation Engineers
Labour-market Resilience6163Transportation Engineers
Confidence81.909582.5182Transportation Engineers
Task Coverage85.0139%86.6593%Transportation Engineers
Verdict
Transportation 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.