SAFE
This job is supervising 12-year-olds around table saws, soldering irons, sewing machines, and kitchen ranges — physical instruction with real injury risk that no current robot or chatbot can take over. AI will absorb the paperwork tier: lesson plan drafting, rubric writing, safety-quiz generation, progress-report narratives. What remains is shop-floor demonstration, hands-on skill correction, behavior management, and legal responsibility for student safety under state teaching licensure.
Mixed — a routine tier and a judgment tier. Demonstrating a proper crosscut, spotting a kid who has just tied back their hair wrong, and catching the moment a 7th grader's solder joint is cold are corrections made by eye and hand in real time — but the grading, curriculum mapping, CTE pathway documentation and Perkins-reporting side of the week is genuinely draftable by a model, which is why this lands at 13 and not 17.
Hands-on in uncontrolled environments. You spend the period on your feet moving between stations — resetting a jammed sewing machine, checking a blade guard, wiping a range top, physically blocking a student from reaching over a hot surface — in a room full of powered tools and adolescents, which is about as uncontrolled as an indoor workspace gets, short of a road crew.
Licensed human required and personally liable. You hold a state teaching credential, usually with a CTE or industrial-arts endorsement, and you're the named supervising adult when an injury report goes to the district and the parents' attorney; the 13 rather than 18 reflects that the district's insurance and administration absorb most exposure and your licence isn't a personal practice licence you could lose a business with.
The human relationship is the product. Middle schoolers only pick up a chisel or a chef's knife because they trust the adult who handed it to them, and CTE is often where the disengaged kid finally connects — that relationship is the mechanism of instruction, though at 15 rather than 19 because you're teaching six rotating sections a semester, not building one long-term advisory bond.
Meaningful discretion. You decide daily which student is ready for the drill press unsupervised, when a behavior pattern crosses from horseplay into a safety removal, and how to modify a project for an IEP student's motor limitations — real calls with injury consequences, but bounded by district safety protocols, tool checkout rules and the IEP itself rather than made from scratch.
Has AI actually changed your work?