Will AI replace radiologists? Live data
Radiologists have high measured AI exposure: Claude usage data covers about 20% of the tasks in this job that AI could in theory speed up. UK adverts are -15.9% year on year, and US postings in Indeed's Physicians & Surgeons category are -14.9%. 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 Radiologists (SOC 29-1224). 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 #120 of 756.
What the job involves
Diagnose and treat diseases and injuries using medical imaging techniques, such as x rays, magnetic resonance imaging (MRI), nuclear medicine, and ultrasounds. May perform minimally invasive medical procedures and tests.
O*NET 31.0 description for Radiologists. 30 of 30 tasks have a task-level score.
Tasks where AI use is most visible
- Document the performance, interpretation, or outcomes of all procedures performed. 99% coverage
- Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound. 91% coverage
- Prepare comprehensive interpretive reports of findings. 87% coverage
Core tasks with no observed AI use
- Communicate examination results or diagnostic information to referring physicians, patients, or families.
- Obtain patients' histories from electronic records, patient interviews, dictated reports, or by communicating with referring clinicians.
- Review or transmit images and information using picture archiving or communications systems.
- Confer with medical professionals regarding image-based diagnoses.
- Recognize or treat complications during and after procedures, including blood pressure problems, pain, oversedation, or bleeding.
UK hiring: online job adverts
Monthly new online job adverts for UK SOC 2020 2212 Specialist medical practitioners. 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 Physicians & Surgeons 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 radiologists
- Lean into the work AI isn't doing. In the usage data, core tasks such as "Communicate examination results or diagnostic information to referring physicians, patients, or families" 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 "Document the performance, interpretation, or outcomes of all procedures performed". 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) | 29-1224 Radiologists |
|---|---|
| UK SOC 2020 (ONS adverts) | 2212 Specialist medical practitioners |
| Indeed category | Physicians & Surgeons |
| Mapping confidence | low UK SOC has no radiologist code; radiologists sit inside 2212 'Specialist medical practitioners' with all other hospital specialists, so UK adverts are a broad proxy. |
The US SOC → UK SOC 2020 crosswalk is a documented best-effort editorial mapping; see methodology.