Community & Social Services
Health Education Specialists
HIGH
54 / 100 estimated replacement risk
VS
Community & Social Services
Child, Family, and School Social Workers
HIGH
58 / 100 estimated replacement risk
MetricHealth Education SpecialistsChild, Family, and School Social WorkersAdvantage
AI Exposure7162Child, Family, and School Social Workers
Estimated Replacement RiskHIGH54HIGH58Health Education Specialists
Human Dependency8755Health Education Specialists
Physical Dependency3533Health Education Specialists
Labour-market Resilience6366Child, Family, and School Social Workers
Confidence82.964179.8276Health Education Specialists
Task Coverage85.788%80.7269%Health Education Specialists
Verdict
Health Education Specialists currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.