Education & Training
Special Education Teachers, Preschool
HIGH
57 / 100 estimated replacement risk
VS
Education & Training
Secondary School Teachers, Except Special and Career/Technical Education
HIGH
59 / 100 estimated replacement risk
MetricSpecial Education Teachers, PreschoolSecondary School Teachers, Except Special and Career/Technical EducationAdvantage
AI Exposure6765Secondary School Teachers, Except Special and Career/Technical Education
Estimated Replacement RiskHIGH57HIGH59Special Education Teachers, Preschool
Human Dependency5852Special Education Teachers, Preschool
Physical Dependency4739Special Education Teachers, Preschool
Labour-market Resilience6263Secondary School Teachers, Except Special and Career/Technical Education
Confidence82.225782.781Secondary School Teachers, Except Special and Career/Technical Education
Task Coverage86.54%88.8696%Secondary School Teachers, Except Special and Career/Technical Education
Verdict
Special Education Teachers, Preschool currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.