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Radiologists

Radiologists score 49 out of 100, which is elevated exposure to AI. That ranks #255 of 923 US occupations, where #1 is the most exposed. Of the 30 tasks in this job, AI could speed up 0 on its own and 29 more with extra software built on top of it. In April–May 2026, 3 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

49/ 100
Elevated
Rank
#255of 923 jobs
US workers
26,770BLS, May 2025
Median pay
$420,860a year
In real AI use
3 of 30tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 0 (0%)
  • AI can speed this up with extra software: 29 (97%)
  • Little or no AI speed-up: 1 (3%)
  • Obtain patients' histories from electronic records, patient interviews, dictated reports, or by communicating with referring clinicians.AI can speed this up with extra software · core task
  • Prepare comprehensive interpretive reports of findings.AI can speed this up with extra software · core task · Seen in real AI use
  • 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.AI can speed this up with extra software · core task · Seen in real AI use
  • Review or transmit images and information using picture archiving or communications systems.AI can speed this up with extra software · core task
  • Communicate examination results or diagnostic information to referring physicians, patients, or families.AI can speed this up with extra software · core task · Seen in real AI use
  • Provide counseling to radiologic patients to explain the processes, risks, benefits, or alternative treatments.AI can speed this up with extra software · core task
  • Instruct radiologic staff in desired techniques, positions, or projections.AI can speed this up with extra software · core task
  • Confer with medical professionals regarding image-based diagnoses.AI can speed this up with extra software · core task
  • Coordinate radiological services with other medical activities.AI can speed this up with extra software · core task
  • Document the performance, interpretation, or outcomes of all procedures performed.AI can speed this up with extra software · core task
  • Establish or enforce standards for protection of patients or personnel.AI can speed this up with extra software · core task
  • Develop or monitor procedures to ensure adequate quality control of images.AI can speed this up with extra software · core task
  • Recognize or treat complications during and after procedures, including blood pressure problems, pain, oversedation, or bleeding.AI can speed this up with extra software · core task
  • Participate in continuing education activities to maintain and develop expertise.AI can speed this up with extra software · core task
  • Participate in quality improvement activities including discussions of areas where risk of error is high.AI can speed this up with extra software · core task
  • Perform interventional procedures such as image-guided biopsy, percutaneous transluminal angioplasty, transhepatic biliary drainage, or nephrostomy catheter placement.AI can speed this up with extra software · supplemental task
  • Develop treatment plans for radiology patients.AI can speed this up with extra software · supplemental task
  • Advise other physicians of the clinical indications, limitations, assessments, or risks of diagnostic and therapeutic applications of radioactive materials.AI can speed this up with extra software
  • Calculate, measure, or prepare radioisotope dosages.AI can speed this up with extra software
  • Check and approve the quality of diagnostic images before patients are discharged.AI can speed this up with extra software
  • Compare nuclear medicine procedures with other types of procedures, such as computed tomography, ultrasonography, nuclear magnetic resonance imaging, and angiography.AI can speed this up with extra software
  • Direct nuclear medicine technologists or technicians regarding desired dosages, techniques, positions, and projections.AI can speed this up with extra software
  • Establish and enforce radiation protection standards for patients and staff.AI can speed this up with extra software
  • Formulate plans and procedures for nuclear medicine departments.AI can speed this up with extra software
  • Monitor handling of radioactive materials to ensure that established procedures are followed.AI can speed this up with extra software
  • Prescribe radionuclides and dosages to be administered to individual patients.AI can speed this up with extra software
  • Review procedure requests and patients' medical histories to determine applicability of procedures and radioisotopes to be used.AI can speed this up with extra software
  • Teach nuclear medicine, diagnostic radiology, or other specialties at graduate educational level.AI can speed this up with extra software
  • Test dosage evaluation instruments and survey meters to ensure they are operating properly.AI can speed this up with extra software
  • Administer radioisotopes to clinical patients or research subjects.Little or no AI speed-up

Similar jobs, lower exposure

Related occupations that score at least 10 points lower.

Other jobs in this field

Healthcare Practitioners and Technical occupations close to this one.

Questions about radiologists and AI

Will AI replace radiologists?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Radiologists score 49 out of 100 (elevated exposure), #255 of 923 US jobs. AI could speed up 29 of the job's 30 tasks, 0 of them on its own, while 1 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which radiologists tasks can AI do?

The most exposed tasks include "Obtain patients' histories from electronic records, patient interviews, dictated reports, or by communicating with referring clinicians"; "Prepare comprehensive interpretive reports of findings"; "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".

Which radiologists tasks are hardest for AI?

Tasks with little or no AI speed-up include "Administer radioisotopes to clinical patients or research subjects".

Are people already using AI for this work?

Yes. In April–May 2026, 3 of the 30 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as radiologists, and what do they earn?

About 26,770 people in the US, with median pay of $420,860 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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