Education & Training
Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors
HIGH
61 / 100 estimated replacement risk
VS
Education & Training
Special Education Teachers, Middle School
HIGH
59 / 100 estimated replacement risk
MetricAdult Basic Education, Adult Secondary Education, and English as a Second Language InstructorsSpecial Education Teachers, Middle SchoolAdvantage
AI Exposure6565Even
Estimated Replacement RiskHIGH61HIGH59Special Education Teachers, Middle School
Human Dependency4951Special Education Teachers, Middle School
Physical Dependency3138Special Education Teachers, Middle School
Labour-market Resilience5657Special Education Teachers, Middle School
Confidence81.494881.9103Special Education Teachers, Middle School
Task Coverage85.6538%86.3573%Special Education Teachers, Middle School
Verdict
Special Education Teachers, Middle School currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.
