AI AND YOUR JOB · CHECKED OCT 2026
Will AI replace radiologists?
No, and the famous prediction that it would has aged badly. Radiology has more FDA cleared AI tools than any other specialty, and they flag urgent scans, sort mammograms by risk, suggest scan protocols, catch possible missed findings and draft report impressions, but a radiologist still reads the images, signs the report and performs procedures. BLS projects radiologist jobs to grow 3% from 2025 to 2035, while studies expect a shortage of radiologists to last for decades.
- Tasks from the US Labor Department's O*NET
- Pay and outlook from BLS
- 15 sources
AI EXPOSURE TODAY
Medium
AI does 0 and helps with 7 of 14 core tasks. 7 are still human.
- AI does it (0)
- AI helps (7)
- Still human (7)
Task by task: what AI can do today
The core tasks of the job, from the US Labor Department's O*NET profile (29-1224.00). Each verdict links to its evidence.
| Task | Verdict | Tools doing it | Why |
|---|---|---|---|
| Interpret CT, MRI, x-ray, ultrasound and mammography studies | AI helps, you check | Transpara, Aidoc | Over 1,000 FDA cleared AI tools target radiology, and in a large Swedish trial AI support raised breast cancer detection, but the trial still needed at least one radiologist to read every screen. [3][5] |
| Review studies in PACS and decide which to read first | AI helps, you check | Aidoc | Triage tools like Aidoc scan the worklist in the background and flag suspected bleeds or clots so urgent cases move up, but the radiologist makes the diagnosis. [4] |
| Write detailed interpretive reports of findings | AI helps, you check | Rad AI Impressions, PowerScribe | Rad AI drafts the impression in each radiologist's own style inside PowerScribe or Fluency and adds follow up guideline language, and the radiologist edits or approves it before signing. [6] |
| Tell referring doctors, patients and families what the images show | AI helps, you check | PocketHealth report explanations | PocketHealth now gives patients AI written plain language explanations of their reports, but calling a surgeon about an unexpected finding and answering follow up questions still needs the radiologist who takes responsibility. [15] |
| Consult with other physicians on image based diagnoses | Still human | None | Tumor boards and hallway consults weigh images against the whole clinical picture, and that back and forth stays between doctors. |
| Perform interventional procedures such as image guided biopsies and angioplasty | Still human | None | Guiding a needle or catheter inside a patient is hands on, high risk work done by a trained physician. |
| Recognize and treat complications during and after procedures | Still human | None | Reacting to a drop in blood pressure or a reaction to contrast happens at the bedside in seconds. |
| Counsel patients on the risks, benefits and alternatives of procedures | Still human | None | Informed consent is a conversation between a patient and the physician who will do the procedure. |
| Check image quality before patients leave | AI helps, you check | GE HealthCare Edison | GE HealthCare's Edison AI checks mammogram positioning in under two seconds and warns the technologist before the exposure, but its agreement with experienced mammographers was only slight to moderate, so the call on a repeat view stays with people. [14] |
| Review imaging requests and patient histories to decide if a study is appropriate | AI helps, you check | Automated CT protocoling | At Massachusetts General Hospital an algorithm built into the health record protocoled 64.5% of CT orders on its own by 2022, but orders it could not match still go to a radiologist, who also judges whether the test is right for the patient. [12] |
| Prescribe radionuclides and dosages for nuclear medicine patients | Still human | None | Ordering radioactive drugs is a licensed medical decision with strict federal and state rules. |
| Set and enforce radiation safety standards for patients and staff | Still human | None | Someone accountable has to own radiation safety policy and stop unsafe practice in the department. |
| Instruct technologists on techniques, positions and projections | Still human | None | Teaching techs how to get the right image for a tricky case happens in the scanner room, person to person. |
| Take part in quality improvement and error review | AI helps, you check | CoRead AI | In a Duke study, commercial CoRead AI software rescreened reads and flagged likely missed liver lesions, cutting how many studies reviewers had to check, but radiologists still confirmed every flagged case and judged what went wrong. [13] |
The job market for radiologists
Source: Physicians and Surgeons (radiologist pay, jobs and outlook; openings are for all physicians). BLS expects this job to grow 3% over 2025 to 2035.
Where radiologists can move next
GROWING · $123,860
Medical and health services manager
Radiologists who lead imaging departments, choose AI tools and run quality programs can move into health system leadership, where physician judgment on technology is in demand. It is a big pay cut from clinical radiology, so most do it part time or late in their careers. [9]
Median pay $123,860 · outlook +24%GROWING · $107,310
Health specialties professor
Teaching residents and medical students how to read images, and how to use and question AI, is work only experienced radiologists can do. Academic posts often mix teaching with clinical reading, which softens the pay gap. [11]
Median pay $107,310 · outlook +18%GROWING · $103,410
Medical scientist
Imaging research, including testing and validating AI models, needs physicians who understand both the images and the clinical stakes. Your MD and imaging expertise transfer directly, though pay is far below clinical practice. [10]
Median pay $103,410 · outlook +13%RADIOLOGIST AI PROOF KIT
Want the step by step plan for radiologists?
We are writing a radiologist version of our AI Proof Kit: the tools to learn, how to set them up, a raise script and the safest next roles. We write kits in the order people ask for them.
Want to see what a kit looks like? See the bookkeeper kit.
Quick questions
Will AI replace radiologists?
Not on current evidence. Geoffrey Hinton said in 2016 that hospitals should stop training radiologists, but the US radiologist workforce grew about 10% over the next decade and Hinton has since walked the claim back [8]. BLS projects radiologist jobs to grow 3% from 2025 to 2035 [2].
Is radiology still a good specialty to go into with AI?
By the numbers, yes. The median radiologist earned $420,860 in May 2025 [2], and Fortune reported an average of $571,000 in 2025 citing Medscape [8]. Studies in the Journal of the American College of Radiology project the gap between radiologist supply and imaging demand will last through 2055 without action [7].
How many FDA cleared AI tools are there for radiology?
A lot. Of 1,430 AI enabled devices the FDA authorized through December 2025, 1,094, about 76.5%, were in radiology [3]. Most help with detection, triage or measurement, and the radiologist stays responsible for the read.
Can AI read mammograms instead of a radiologist?
Not on its own. In the MASAI trial of over 100,000 Swedish women, AI sorted low risk screens to a single reader and high risk screens to two readers, cutting screen reading work by 44% and finding more cancers [5]. The lead author stressed that at least one human radiologist still read every screen [5].
How much time can AI save a radiologist?
Vendor numbers are promising but not independent. Rad AI says its tool cuts dictated words in the impression by 80% to 90% and impression time by more than half, with one practice reporting 11% more RVUs per shift [6]. Radiology case loads rose 25% from 2018 to early 2025, so much of that time is absorbed by rising volume [8].
Sources
Checked 2026-10-10. Verdicts are Leapscope's reading of these sources. We did not test these tools hands on for this page.
- Radiologists (29-1224.00), O*NET OnLine
- Physicians and Surgeons, Occupational Outlook Handbook, U.S. Bureau of Labor Statistics
- Radiology dominates thirty years of FDA AI device approvals, AuntMinnie
- A First in the World of Radiology: Aidoc Receives FDA Clearance to Enable Radiologists to Triage Patients Using AI, BioSpace
- AI supported mammography screening results in fewer aggressive and advanced breast cancers (MASAI full results, The Lancet), ecancer
- Rad AI Impressions, Rad AI
- Radiologist shortage will persist into 2055 without counteraction, Radiology Business
- Godfather of AI Geoffrey Hinton, radiologists and AI job anxiety, Fortune
- Medical and Health Services Managers, Occupational Outlook Handbook, U.S. Bureau of Labor Statistics
- Medical Scientists, Occupational Outlook Handbook, U.S. Bureau of Labor Statistics
- Postsecondary Teachers, Occupational Outlook Handbook, U.S. Bureau of Labor Statistics
- Automated protocoling algorithm reduces radiologist CT workload (January 2024), AuntMinnie
- AI speeds up peer review by flagging potential missed reads (September 2022), AuntMinnie
- AI prevents mammography positioning errors before exposure (December 2024), Radiology Business
- Plain language report explanations helping patients understand their radiology reports (September 2025), PocketHealth
More jobs: Accountants · Actuaries · Administrative assistants · Architects · Bank tellers · Bookkeepers · Cashiers · Claims adjusters · Computer support specialists · Copywriters · Court reporters · Customer service representatives · Data entry clerks · Data scientists · Electricians · Financial analysts · Graphic designers · HR specialists · Insurance underwriters · Journalists · Lawyers · Legal secretaries · Loan officers · Management consultants · Market research analysts · Marketing managers · Medical coders · Medical transcriptionists · Paralegals · Payroll clerks · Pharmacists · Photographers · Project managers · Proofreaders · Real estate agents · Receptionists · Registered nurses · Retail salespeople · Sales representatives · Software developers · Tax preparers · Teachers · Technical writers · Telemarketers · Translators · Travel agents · Truck drivers · Video editors · Web developers