Side-by-Side Comparison

Commercial Pilots vs Ship Engineers

A transparent, evidence-led comparison of AI task capability, replacement friction, and structural career resilience.

VS
Transport & Logistics

Commercial Pilots

MODERATE
44 / 100 estimated replacement risk
VS
Transport & Logistics

Ship Engineers

MODERATE
39 / 100 estimated replacement risk
MetricCommercial PilotsShip EngineersAdvantage
AI Exposure6148Ship Engineers
Estimated Replacement RiskMODERATE44MODERATE39Ship Engineers
Human Dependency7367Commercial Pilots
Physical Dependency6565Even
Labour-market Resilience7372Commercial Pilots
Confidence82.737580.8814Commercial Pilots
Task Coverage86.8846%83.4368%Commercial Pilots
Verdict

Ship 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.