Installation & Repair
Helpers--Installation, Maintenance, and Repair Workers
MODERATE
39 / 100 estimated replacement risk
VS
Installation & Repair
Mobile Heavy Equipment Mechanics, Except Engines
MODERATE
36 / 100 estimated replacement risk
MetricHelpers--Installation, Maintenance, and Repair WorkersMobile Heavy Equipment Mechanics, Except EnginesAdvantage
AI Exposure4237Mobile Heavy Equipment Mechanics, Except Engines
Estimated Replacement RiskMODERATE39MODERATE36Mobile Heavy Equipment Mechanics, Except Engines
Human Dependency6771Mobile Heavy Equipment Mechanics, Except Engines
Physical Dependency5760Mobile Heavy Equipment Mechanics, Except Engines
Labour-market Resilience7076Mobile Heavy Equipment Mechanics, Except Engines
Confidence82.145279.47Helpers--Installation, Maintenance, and Repair Workers
Task Coverage87.137%80.7171%Helpers--Installation, Maintenance, and Repair Workers
Verdict
Mobile Heavy Equipment Mechanics, Except Engines currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.