Community & Social Services
Child, Family, and School Social Workers
HIGH
58 / 100 estimated replacement risk
VS
Community & Social Services
Social and Human Service Assistants
HIGH
59 / 100 estimated replacement risk
MetricChild, Family, and School Social WorkersSocial and Human Service AssistantsAdvantage
AI Exposure6267Child, Family, and School Social Workers
Estimated Replacement RiskHIGH58HIGH59Child, Family, and School Social Workers
Human Dependency5563Social and Human Service Assistants
Physical Dependency3334Social and Human Service Assistants
Labour-market Resilience6661Child, Family, and School Social Workers
Confidence79.827680.7136Social and Human Service Assistants
Task Coverage80.7269%82.4286%Social and Human Service Assistants
Verdict
Child, Family, and School Social Workers currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.