VS
MetricMaintenance Workers, MachineryMobile Heavy Equipment Mechanics, Except EnginesAdvantage
AI Exposure4237Mobile Heavy Equipment Mechanics, Except Engines
Replacement Risk4336Mobile Heavy Equipment Mechanics, Except Engines
Human Dependency6071Mobile Heavy Equipment Mechanics, Except Engines
Physical Dependency5360Mobile Heavy Equipment Mechanics, Except Engines
Labour-market Resilience6876Mobile Heavy Equipment Mechanics, Except Engines
Confidence83.091279.47Maintenance Workers, Machinery
Task Coverage89.661880.7171Maintenance 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.