Will AI replace radiologists?

Part of the work, not the whole job. AI could take on about 30% of the working time in a typical radiologist job today. The other 70% still needs a person.

Radiologist at work

70% of the work still needs a person.

Needs a person: 70%A person checking AI: 13%AI alone: 17%

The bracket under the bar is the evidence range for the share AI could take on: 16 to 30%. One end comes from how well AI did each responsibility in real use, or a second rating where that isn't measured. The other is our figure, which also follows research across the industry.

28 responsibilities in a typical radiologist job. Median pay $420,860 a year in the U.S. (BLS, May 2025).

Still needs a person

  • Write up imaging findings
  • Read and interpret medical scans
  • Explain results to patients and doctors
  • Perform image-guided procedures
  • Coach staff on imaging technique
  • Counsel patients on their procedure

AI can do or help with

  • Gather patient history before a scan AI helps
  • Manage images in the archiving system AI can do it
  • Document each procedure performed AI helps
  • Discuss scan findings with other doctors AI helps
  • Set up image quality checks AI helps
  • Coordinate imaging with other departments AI helps

The biggest responsibilities on each side, ranked by a person's time on the left. "AI helps" means AI takes on part of the work, or most of it with a person checking what it produces, so one can show on both sides. See all 28, with the reason for each and the cost of handing them to AI.

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Questions people ask

Will AI replace radiologists?

Part of the work, not the whole job. AI could take on about 30% of the working time in a typical radiologist job today. The other 70% still needs a person. That is a split of the work, not a forecast of jobs lost.

Which parts of the job can AI do?

The biggest ones AI can do or help with: gather patient history before a scan, manage images in the archiving system, document each procedure performed, discuss scan findings with other doctors, set up image quality checks, coordinate imaging with other departments.

Which parts still need a person?

The biggest ones: write up imaging findings, read and interpret medical scans, explain results to patients and doctors, perform image-guided procedures, coach staff on imaging technique, counsel patients on their procedure.

How is this measured?

The U.S. Department of Labor lists 30 responsibilities for this job (O*NET 31.0), and the split covers the 28 people in it do today. Each is scored on 4 questions: can AI do it, does it get it right, must a person sign for it, and do people need to deal with a real person. The split is weighted by how much of the job each responsibility takes up. The evidence range for the share AI could take on is 16 to 30%. One end comes from how well AI did each responsibility in real use, or a second rating where that isn't measured. The other is our figure, which also follows research across the industry. Scores version 0.8.5, updated November 10, 2026.

Responsibilities from O*NET 31.0 (U.S. Department of Labor). Pay from the Bureau of Labor Statistics, May 2025. Scores are calibrated to published research and updated every month. How it works.

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