Education & Training
Teaching Assistants, Special Education
HIGH
56 / 100 estimated replacement risk
VS
Education & Training
Adapted Physical Education Specialists
MODERATE
47 / 100 estimated replacement risk
MetricTeaching Assistants, Special EducationAdapted Physical Education SpecialistsAdvantage
AI Exposure6559Adapted Physical Education Specialists
Estimated Replacement RiskHIGH56MODERATE47Adapted Physical Education Specialists
Human Dependency5045Teaching Assistants, Special Education
Physical Dependency4365Adapted Physical Education Specialists
Labour-market Resilience5968Adapted Physical Education Specialists
Confidence79.362581.3372Adapted Physical Education Specialists
Task Coverage80.1417%85.3769%Adapted Physical Education Specialists
Verdict
Adapted Physical Education Specialists currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.