Education & Training
Kindergarten Teachers, Except Special Education
HIGH
53 / 100 estimated replacement risk
VS
Education & Training
Teaching Assistants, Special Education
HIGH
56 / 100 estimated replacement risk
MetricKindergarten Teachers, Except Special EducationTeaching Assistants, Special EducationAdvantage
AI Exposure6465Kindergarten Teachers, Except Special Education
Estimated Replacement RiskHIGH53HIGH56Kindergarten Teachers, Except Special Education
Human Dependency6450Kindergarten Teachers, Except Special Education
Physical Dependency4643Kindergarten Teachers, Except Special Education
Labour-market Resilience6459Kindergarten Teachers, Except Special Education
Confidence81.775679.3625Kindergarten Teachers, Except Special Education
Task Coverage85.7671%80.1417%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.
