Protective Services
Fire Inspectors and Investigators
MODERATE
46 / 100 estimated replacement risk
VS
Engineering & Architecture
Fire-Prevention and Protection Engineers
HIGH
54 / 100 estimated replacement risk
MetricFire Inspectors and InvestigatorsFire-Prevention and Protection EngineersAdvantage
AI Exposure5766Fire Inspectors and Investigators
Estimated Replacement RiskMODERATE46HIGH54Fire Inspectors and Investigators
Human Dependency9071Fire Inspectors and Investigators
Physical Dependency4644Fire Inspectors and Investigators
Labour-market Resilience7560Fire Inspectors and Investigators
Confidence82.250683.4476Fire-Prevention and Protection Engineers
Task Coverage85.4609%87.6623%Fire-Prevention and Protection Engineers
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.