Protective Services
Fire Inspectors and Investigators
MODERATE
46 / 100 estimated replacement risk
VS
Transport & Logistics
Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation
MODERATE
39 / 100 estimated replacement risk
MetricFire Inspectors and InvestigatorsTransportation Vehicle, Equipment and Systems Inspectors, Except AviationAdvantage
AI Exposure5749Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation
Estimated Replacement RiskMODERATE46MODERATE39Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation
Human Dependency9070Fire Inspectors and Investigators
Physical Dependency4666Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation
Labour-market Resilience7571Fire Inspectors and Investigators
Confidence82.250681.7207Fire Inspectors and Investigators
Task Coverage85.4609%85.291%Fire Inspectors and Investigators
Verdict
Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.