Construction & Extraction
Helpers--Extraction Workers
LOW
34 / 100 estimated replacement risk
VS
Transport & Logistics
Industrial Truck and Tractor Operators
LOW
33 / 100 estimated replacement risk
MetricHelpers--Extraction WorkersIndustrial Truck and Tractor OperatorsAdvantage
AI Exposure4525Industrial Truck and Tractor Operators
Estimated Replacement RiskLOW34LOW33Industrial Truck and Tractor Operators
Human Dependency7064Helpers--Extraction Workers
Physical Dependency7375Industrial Truck and Tractor Operators
Labour-market Resilience7769Helpers--Extraction Workers
Confidence79.94583.1472Industrial Truck and Tractor Operators
Task Coverage81.5563%92.582%Industrial Truck and Tractor Operators
Verdict
Industrial Truck and Tractor 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.