Community & Social Services
Child, Family, and School Social Workers
HIGH
58 / 100 estimated replacement risk
VS
Community & Social Services
Mental Health Counselors
HIGH
56 / 100 estimated replacement risk
MetricChild, Family, and School Social WorkersMental Health CounselorsAdvantage
AI Exposure6261Mental Health Counselors
Estimated Replacement RiskHIGH58HIGH56Mental Health Counselors
Human Dependency5552Child, Family, and School Social Workers
Physical Dependency3321Child, Family, and School Social Workers
Labour-market Resilience6663Child, Family, and School Social Workers
Confidence79.827682.2749Mental Health Counselors
Task Coverage80.7269%86.8602%Mental Health Counselors
Verdict
Mental Health Counselors currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.