Transport & Logistics
Airline Pilots, Copilots, and Flight Engineers
MODERATE
48 / 100 estimated replacement risk
VS
Construction & Extraction
Operating Engineers and Other Construction Equipment Operators
LOW
31 / 100 estimated replacement risk
MetricAirline Pilots, Copilots, and Flight EngineersOperating Engineers and Other Construction Equipment OperatorsAdvantage
AI Exposure5943Operating Engineers and Other Construction Equipment Operators
Estimated Replacement RiskMODERATE48LOW31Operating Engineers and Other Construction Equipment Operators
Human Dependency7378Operating Engineers and Other Construction Equipment Operators
Physical Dependency6075Operating Engineers and Other Construction Equipment Operators
Labour-market Resilience6379Operating Engineers and Other Construction Equipment Operators
Confidence82.181681.7553Airline Pilots, Copilots, and Flight Engineers
Task Coverage85.7106%86.1973%Operating Engineers and Other Construction Equipment Operators
Verdict
Operating Engineers and Other Construction Equipment Operators currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.