Transport & Logistics
Pump Operators, Except Wellhead Pumpers
MODERATE
42 / 100 estimated replacement risk
VS
Manufacturing & Production
Petroleum Pump System Operators, Refinery Operators, and Gaugers
MODERATE
43 / 100 estimated replacement risk
MetricPump Operators, Except Wellhead PumpersPetroleum Pump System Operators, Refinery Operators, and GaugersAdvantage
AI Exposure5751Petroleum Pump System Operators, Refinery Operators, and Gaugers
Estimated Replacement RiskMODERATE42MODERATE43Pump Operators, Except Wellhead Pumpers
Human Dependency6563Pump Operators, Except Wellhead Pumpers
Physical Dependency7170Pump Operators, Except Wellhead Pumpers
Labour-market Resilience6865Pump Operators, Except Wellhead Pumpers
Confidence82.400382.3673Pump Operators, Except Wellhead Pumpers
Task Coverage85.5041%86.85%Petroleum Pump System Operators, Refinery Operators, and Gaugers
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.