Education & Training
Teaching Assistants, Special Education
HIGH
56 / 100 estimated replacement risk
VS
Education & Training
Kindergarten Teachers, Except Special Education
HIGH
53 / 100 estimated replacement risk
MetricTeaching Assistants, Special EducationKindergarten Teachers, Except Special EducationAdvantage
AI Exposure6564Kindergarten Teachers, Except Special Education
Estimated Replacement RiskHIGH56HIGH53Kindergarten Teachers, Except Special Education
Human Dependency5064Kindergarten Teachers, Except Special Education
Physical Dependency4346Kindergarten Teachers, Except Special Education
Labour-market Resilience5964Kindergarten Teachers, Except Special Education
Confidence79.362581.7756Kindergarten Teachers, Except Special Education
Task Coverage80.1417%85.7671%Kindergarten Teachers, Except Special Education
Verdict
Kindergarten Teachers, Except Special Education currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.
