SAFE
The paperwork half of this job — drafting IEP goal language, progress-report narratives, accommodation lists, data-tracking summaries — is squarely in AI's wheelhouse and will get faster. The other half is physically present work with 5-to-11-year-olds who have communication, behavioral, and motor needs: de-escalating a meltdown, hand-over-hand prompting, toileting and feeding support, reading a nonverbal child's frustration signals in real time. That part is not automatable with current robotics or software, and IDEA makes a certified human legally answerable for the plan.
Tasks largely resist digitisation. A 14 reflects the split: goal-bank drafting, progress monitoring graphs, and prior-written-notice boilerplate are already being generated by IEP software, but discrete-trial instruction, physical prompting through a fine-motor task, and running a functional behavior assessment on a child who bolts when transitions are announced are the daily core and none of it survives being moved to a screen.
Hands-on in uncontrolled environments. A 15 rather than a 19 because the work is unambiguously hands-on — blocking a head-banging episode, escorting a student to the sensory room, hand-over-hand tracing, diapering a nine-year-old — but it happens in a resource room and a school building you control, not on a roof or a roadside, so the environment is unpredictable in behavior rather than in terrain.
Licensed human required and personally liable. State special education certification plus the IDEA requirement that a qualified teacher serve on the IEP team and deliver services as written puts this at 13: your signature is on the IEP and a due-process complaint names your implementation, but the district and the LEA representative absorb the financial judgment, so the personal exposure stops short of a physician's or an engineer's seal.
The human relationship is the product. An 18 is earned in the IEP meeting where a parent who has been told for three years that their child is fine finally believes a bad assessment because you delivered it, and in the nonverbal student who will attempt a demand for you and shut down for a substitute — the working alliance with both child and family is the intervention, not a wrapper around it.
Exists to be accountable for ambiguous calls. A 15 covers calls that no procedure resolves: deciding whether a behavior is a manifestation of disability before a removal, judging whether to recommend a more restrictive placement over a parent's objection, choosing when to restrain versus wait it out, and reporting suspected abuse when a child's disclosure is fragmented — each is high-stakes, contested, and yours in the moment.
Has AI actually changed your work?