Manufacturing & Production
Stationary Engineers and Boiler Operators
MODERATE
43 / 100 estimated replacement risk
VS
Manufacturing & Production
Petroleum Pump System Operators, Refinery Operators, and Gaugers
MODERATE
43 / 100 estimated replacement risk
MetricStationary Engineers and Boiler OperatorsPetroleum Pump System Operators, Refinery Operators, and GaugersAdvantage
AI Exposure5251Petroleum Pump System Operators, Refinery Operators, and Gaugers
Estimated Replacement RiskMODERATE43MODERATE43Even
Human Dependency7563Stationary Engineers and Boiler Operators
Physical Dependency6170Petroleum Pump System Operators, Refinery Operators, and Gaugers
Labour-market Resilience7365Stationary Engineers and Boiler Operators
Confidence82.383282.3673Stationary Engineers and Boiler Operators
Task Coverage86.6028%86.85%Petroleum Pump System Operators, Refinery Operators, and Gaugers
Verdict
Petroleum Pump System Operators, Refinery Operators, and Gaugers currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.