Will AI replace nurses? Live data
Nurses have moderate measured AI exposure: Claude usage data covers about 6% of the tasks in this job that AI could in theory speed up. UK adverts are -17.7% year on year, and US postings in Indeed's Nursing category are -0.6%. Our ledger has no AI-attributed layoff events linked to this role yet.
How exposed is this job to AI?
The score is Anthropic's observed exposure for US occupation Registered Nurses (SOC 29-1141). It takes the tasks that a language model could theoretically speed up and measures how many are actually showing up in real work-related Claude usage, with fully automated use counting more than assistance.
Dashed line = top third. This occupation is in the top third (used in our ledger rubric, grade B). Ranked #237 of 756.
What the job involves
Assess patient health problems and needs, develop and implement nursing care plans, and maintain medical records. Administer nursing care to ill, injured, convalescent, or disabled patients. May advise patients on health maintenance and disease prevention or provide case management. Licensing or registration required.
O*NET 31.0 description for Registered Nurses. 27 of 27 tasks have a task-level score.
Tasks where AI use is most visible
- Monitor, record, and report symptoms or changes in patients' conditions. 99% coverage
Core tasks with no observed AI use
- Record patients' medical information and vital signs.
- Administer medications to patients and monitor patients for reactions or side effects.
- Maintain accurate, detailed reports and records.
- Provide health care, first aid, immunizations, or assistance in convalescence or rehabilitation in locations such as schools, hospitals, or industry.
- Consult and coordinate with healthcare team members to assess, plan, implement, or evaluate patient care plans.
UK hiring: online job adverts
Monthly new online job adverts for UK SOC 2020 2232 Registered community nurses + 2233 Registered specialist nurses + 2234 Registered nurse practitioners + 2235 Registered mental health nurses + 2236 Registered children's nurses + 2237 Other registered nursing professionals. Year-on-year change compares the last six months with the same months a year earlier, using only months published in both years.
Source: ONS, Online job advert estimates (Textkernel), published 22 October 2026, OGL v3.0. Gaps are suppressed cells. Official statistics in development: Oct 2025-Feb 2026 and Jun-Sep 2026 partly imputed; March 2026 suppressed; Textkernel taxonomy updates cause step changes, so compare recent years with care.
Live postings: UK and US (Indeed)
Indeed's Nursing category index (covers more than this occupation).
Source: Indeed Hiring Lab job postings by sector, seasonally adjusted, 7-day average, to 16 Oct 2026. CC BY 4.0.
AI-attributed layoffs affecting related roles
None yet. That is not evidence of no impact - most job change happens through slower hiring, not announced layoffs.
Links between events and occupations are our editorial mapping, not company-stated.
What to do if you're one of the nurses
- Lean into the work AI isn't doing. In the usage data, core tasks such as "Record patients' medical information and vital signs" show no observed AI use. Building depth there is the most defensible part of the role.
- Get fluent with AI on the tasks it's already touching. The highest-coverage task here is "Monitor, record, and report symptoms or changes in patients' conditions". People who can check, direct and sign off AI output on tasks like this are likely to be more valuable than those competing with it.
- Watch hiring, not headlines. UK adverts for this role are down on a year ago, but compare with the wider market: all UK adverts are -3.4% on the same basis (dashboard). A fall that matches the whole market is a cycle, not an AI story.
- Check the claims. When a company says AI replaced jobs, look at its grade in our ledger - many announcements are mixed or AI-washed.
Data mapping for this page
| US occupation (exposure, tasks) | 29-1141 Registered Nurses |
|---|---|
| UK SOC 2020 (ONS adverts) | 2232 Registered community nurses; 2233 Registered specialist nurses; 2234 Registered nurse practitioners; 2235 Registered mental health nurses; 2236 Registered children's nurses; 2237 Other registered nursing professionals |
| Indeed category | Nursing |
| Mapping confidence | medium US 'Registered Nurses' mapped to the sum of UK registered nursing codes 2232-2237 (community, specialist, practitioner, mental health, children's, other). Excludes midwives. |
The US SOC → UK SOC 2020 crosswalk is a documented best-effort editorial mapping; see methodology.