Community & Social Services
Child, Family, and School Social Workers
HIGH
58 / 100 estimated replacement risk
VS
Community & Social Services
Marriage and Family Therapists
HIGH
59 / 100 estimated replacement risk
MetricChild, Family, and School Social WorkersMarriage and Family TherapistsAdvantage
AI Exposure6267Child, Family, and School Social Workers
Estimated Replacement RiskHIGH58HIGH59Child, Family, and School Social Workers
Human Dependency5559Marriage and Family Therapists
Physical Dependency3325Child, Family, and School Social Workers
Labour-market Resilience6660Child, Family, and School Social Workers
Confidence79.827682.4401Marriage and Family Therapists
Task Coverage80.7269%86.9845%Marriage and Family Therapists
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.