Protective Services
Fire Inspectors and Investigators
MODERATE
46 / 100 estimated replacement risk
VS
Science & Research
Occupational Health and Safety Specialists
HIGH
52 / 100 estimated replacement risk
MetricFire Inspectors and InvestigatorsOccupational Health and Safety SpecialistsAdvantage
AI Exposure5761Fire Inspectors and Investigators
Estimated Replacement RiskMODERATE46HIGH52Fire Inspectors and Investigators
Human Dependency9071Fire Inspectors and Investigators
Physical Dependency4648Occupational Health and Safety Specialists
Labour-market Resilience7565Fire Inspectors and Investigators
Confidence82.250682.5446Occupational Health and Safety Specialists
Task Coverage85.4609%86.1436%Occupational Health and Safety Specialists
Verdict
Fire Inspectors and Investigators currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.