VS
MetricMobile Heavy Equipment Mechanics, Except EnginesMaintenance Workers, MachineryAdvantage
AI Exposure3742Mobile Heavy Equipment Mechanics, Except Engines
Replacement Risk3643Mobile Heavy Equipment Mechanics, Except Engines
Human Dependency7160Mobile Heavy Equipment Mechanics, Except Engines
Physical Dependency6053Mobile Heavy Equipment Mechanics, Except Engines
Labour-market Resilience7668Mobile Heavy Equipment Mechanics, Except Engines
Confidence79.4783.0912Maintenance Workers, Machinery
Task Coverage80.717189.6618Maintenance Workers, Machinery
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.