← Risk register SOC 25-1072 · reviewed 2026-08-11

Nursing Instructors and Teachers, Postsecondary

77,960 US workers · median $80,250/yr · Education

SAFE

Roughly half of this job is content work AI already does well — lecture slides, syllabi, test-item banks, case scenarios, rubric drafts, accreditation report prose. The other half is standing on a hospital floor watching a student push a medication and deciding in real time whether it is safe, then owning the pass/fail call that determines who enters the profession. State boards of nursing and accreditors (ACEN/CCNE) require licensed RNs with graduate degrees as faculty and cap clinical student-to-instructor ratios, which is a hard regulatory floor on headcount.

10-year outlook: Chronic faculty shortages plus accreditation ratio rules keep hiring strong through the 2030s, but AI absorbs didactic content production, so the job tilts further toward clinical supervision, simulation, and student evaluation.

Score — 71/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 13 + 14 + 14 + 15 + 15 = 71.

Task resistance 13/20

Mixed — a routine tier and a judgment tier. A 13 rather than a 16 reflects that lecture prep, NCLEX-style item writing, care-plan case studies, and skills-checkoff paperwork are genuinely draftable by machine, while direct supervision of eight students on a med-surg unit — catching a wrong insulin draw before it reaches the patient, coaching a first sterile Foley insertion, running a mock code in the sim lab and debriefing it — has no digital substitute.

Embodiment 14/20

Hands-on in uncontrolled environments. Clinical rotations put you on hospital floors, in ORs and OB suites, in long-term care, standing for eight- to twelve-hour shifts under the same infection-control, lifting, and needle-stick conditions as staff nurses, plus hands-on sim-lab work positioning manikins and demonstrating on real bodies; it lands at 14 rather than 18 because a meaningful share of the week is still classroom and office.

Liability shield 14/20

Licensed human required and personally liable. You must hold an active RN licence (usually MSN or doctorate) to be faculty at all, your licence is on the line when a student under your supervision harms a patient, and state boards plus ACEN/CCNE dictate clinical group size caps — a 14 rather than 18 because the facility and the employing college absorb much of the malpractice exposure and you rarely sign as the patient's nurse of record.

Trust premium 15/20

The human relationship is the product. Students choose to disclose that they froze in a code, ask you to be the reference that gets them hired, and rely on your read of their readiness during remediation conversations; the 15 acknowledges that this mentoring relationship is inseparable from the teaching, though didactic lecture sections and adjunct-taught courses run on less of it.

Judgment & accountability 15/20

Exists to be accountable for ambiguous calls. You decide whether a student who made a medication error is remediated or failed out, whether someone is safe to progress to preceptorship, and whether to pull a student off an assignment mid-shift — gatekeeping calls with a patient-safety consequence and an appeal-and-due-process trail, sitting at 15 because program handbooks and clinical evaluation tools structure the decision even when the facts are ambiguous.

Confidence: high · reviewed 2026-08-11 · how scoring works

Tasks already automatable

What survives

Active moats: embodiment, licensure, trust

How to future-proof this job

Field report — do you do this job?

Has AI actually changed your work?

Self-reported and unverified — a sentiment signal, not a survey. One response per person per occupation; you can change your answer.

From people who do this job

Nobody has filed one yet. If you do this work, you know things the rubric can't see.

What has actually changed in your work?

Concrete beats general: a tool that arrived, a task that moved, a headcount decision you watched happen. Don't include anything that identifies you or your employer if that would put you at risk.