Business & Finance
Training and Development Specialists
HIGH
61 / 100 estimated replacement risk
VS
Education & Training
Career/Technical Education Teachers, Middle School
HIGH
55 / 100 estimated replacement risk
MetricTraining and Development SpecialistsCareer/Technical Education Teachers, Middle SchoolAdvantage
AI Exposure7361Career/Technical Education Teachers, Middle School
Estimated Replacement RiskHIGH61HIGH55Career/Technical Education Teachers, Middle School
Human Dependency6751Training and Development Specialists
Physical Dependency2742Career/Technical Education Teachers, Middle School
Labour-market Resilience5565Career/Technical Education Teachers, Middle School
Confidence82.71781.3532Training and Development Specialists
Task Coverage85.5923%85.7603%Career/Technical Education Teachers, Middle School
Verdict
Career/Technical 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.