Education & Training
Teaching Assistants, Special Education
HIGH
56 / 100 estimated replacement risk
VS
Education & Training
Special Education Teachers, Preschool
HIGH
57 / 100 estimated replacement risk
MetricTeaching Assistants, Special EducationSpecial Education Teachers, PreschoolAdvantage
AI Exposure6567Teaching Assistants, Special Education
Estimated Replacement RiskHIGH56HIGH57Teaching Assistants, Special Education
Human Dependency5058Special Education Teachers, Preschool
Physical Dependency4347Special Education Teachers, Preschool
Labour-market Resilience5962Special Education Teachers, Preschool
Confidence79.362582.2257Special Education Teachers, Preschool
Task Coverage80.1417%86.54%Special Education Teachers, Preschool
Verdict
Teaching Assistants, 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.