Transport & Logistics
Pump Operators, Except Wellhead Pumpers
MODERATE
42 / 100 estimated replacement risk
VS
Manufacturing & Production
Stationary Engineers and Boiler Operators
MODERATE
43 / 100 estimated replacement risk
MetricPump Operators, Except Wellhead PumpersStationary Engineers and Boiler OperatorsAdvantage
AI Exposure5752Stationary Engineers and Boiler Operators
Estimated Replacement RiskMODERATE42MODERATE43Pump Operators, Except Wellhead Pumpers
Human Dependency6575Stationary Engineers and Boiler Operators
Physical Dependency7161Pump Operators, Except Wellhead Pumpers
Labour-market Resilience6873Stationary Engineers and Boiler Operators
Confidence82.400382.3832Pump Operators, Except Wellhead Pumpers
Task Coverage85.5041%86.6028%Stationary Engineers and Boiler Operators
Verdict
Pump Operators, Except Wellhead Pumpers currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.