Career/Technical Education Teachers, Secondary School

AI can generate curriculum materials, auto-grade some technical assignments, and provide practice problems for CTE courses, reducing some prep and grading time. Hands-on shop instruction, equipment safety training, mentoring students on career pathways, and building relationships with local employers for apprenticeships require an experienced practitioner's physical presence and professional network. Through 2027 CTE teachers are among the most resilient educators to AI displacement; the hands-on, applied nature of their instruction is exceptionally difficult to automate.