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Nursing scores 2.8 out of 10 for AI exposure — one of the lowest of the 28 careers we track, where 10 is most at risk. Bedside nursing is protected by physical presence, patient trust and licensure. But desk-based nursing roles like telehealth triage and case management score 5.4, nearly double. The protection lives at the bedside, not in the qualification.
The short answer for parents: yes — nursing is one of the strongest degree bets we score. Protected by hands, trust and law, with an entry route that is legally guaranteed at a time when most professions are losing theirs. The catch is that the same degree can lead to work scoring 2.4 or 5.4, and that divergence usually shows up years later.
Every career in this index is scored 1–10, where 10 is most exposed to AI. Same six factors, same weights, applied identically to a paramedic and a paralegal.
| Nursing track | 2023 | 2025 | Now | 3-yr move | Band |
|---|---|---|---|---|---|
| Specialist clinical (ICU, ER, perioperative) | 1.9 | 2.1 | 2.4 | +0.5 | Low |
| Community / home health nursing | 2.2 | 2.4 | 2.7 | +0.5 | Low |
| Bedside RN (hospital, acute care) | 2.1 | 2.4 | 2.8 | +0.7 | Low |
| Nurse practitioner / advanced practice | 2.6 | 2.9 | 3.2 | +0.6 | Low |
| Telehealth triage nurse | 4.1 | 4.8 | 5.2 | +1.1 | Moderate |
| Utilization review / case management | 4.3 | 5.0 | 5.4 | +1.1 | Moderate |
2023 and 2025 figures are reconstructed using current methodology, not archived from past editions.
For scalethe median career in this edition scores around 5.5. Entry-level software development scores 8.1. Graphic design production scores 8.4. Physical therapy scores 2.5. Patient-facing medicine scores 2.9.
Every hands-on nursing track sits between 2.4 and 3.2. Every desk-based track sits above 5 — and the desk tracks are moving twice as fast.
No, and not for the reason most people assume.
AI is already doing a meaningful share of nursing work — but it is the documentation share, not the care. Ambient documentation systems that listen to a nurse-patient interaction and generate the structured record are already deployed in hospitals. Care-plan drafting, shift handover summaries and protocol lookup are all being automated.
What is not automating is physical assessment, hands-on care, and recognizing that a patient is deteriorating before the monitor says so.
AI goes after the routine, repeatable layer of any job first. That is true everywhere. What differs is whether that layer was the part people valued — and in nursing the automatable layer is the paperwork. Nobody became a nurse to chart.
For most working nurses this is good news. Documentation burden is among the most-cited reasons people leave the profession.
Five of the six run in nursing's favor. The full profile explains the reasoning behind every rating and shows the arithmetic that produces 2.8.
So you can see what the analysis actually looks like.
How hard will it be to land that first job? — rated 2.0
This is the factor most careers advice ignores, and the one where nursing quietly outperforms almost everything else we score.
Across most professions, AI is absorbing the junior tasks first — document review, boilerplate code, first-draft analysis, grunt research. Those tasks were not just work; they were the apprenticeship. When they disappear, the profession stays healthy while the route into it narrows. Entry-level software developers rate 9.0 on this factor. Junior lawyers rate 8.5.
Nursing is nearly immune, for a structural reason: clinical hours are mandated by licensure. A nursing student cannot qualify without supervised real-world practice. That requirement is written into law, so it cannot quietly erode the way a market-driven on-ramp can. An employer can decide to hire fewer graduates. No employer can decide a nurse doesn't need clinical hours.
Add persistent shortages, and a new graduate enters one of the more welcoming job markets in this index. Rated 2.0 rather than 1.0 only because competition for the best placements and first posts is real, and rising.
Ranked by exposure, safest first:
The pattern holds across every profession we score: move the same work behind a screen and exposure roughly doubles. Teaching goes from 3.6 in a classroom to 6.8 online. Medicine goes from 2.9 with patients to 4.9 reading scans.
The AI question and the career question are different, and this index only answers the first.
Nursing scores well on exposure. It also has genuine difficulties that have nothing to do with technology: staffing pressure, shift work over decades, physical toll, and turnover concentrated at the start — 22.7% of newly hired RNs leave within their first year, and 56.8% of all departing staff had under two years of service.
At the same time, most nurses say they would choose the profession again, and the projected shortfall exceeds 250,000 registered nurses by 2028. But only 45% would choose the same specialty — which tells you where the real decision sits.
A low AI score does not mean an easy job. The full profile covers the downsides, the satisfaction data, and who this work actually suits, because those questions matter more to a real decision than the score does.
This sampler tells you where nursing stands. The full profile tells you what to do about it.
Most families are weighing two or three careers seriously, and a few more they haven’t ruled out. Pick the ones you need.
Each includes a short version written directly to the student and the technical scoring appendix. Spring 2027 updates of whatever you buy are included.
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