Somewhat Resilient
Last Update: 11/4/2026
AI Resilience Score for Radiologists:
49.6%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Low
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
High
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
There are a reasonable number of sources for this result, but there is some disagreement between them.
AI Resilience Report forRadiologists
$420,860 median salary•700 annual openings•SOC Code: 29-1224.00
Radiologists are somewhat less resilient to AI impacts than most occupations, according to our analysis of 8 sources.
Radiology is labeled "Somewhat Resilient" because AI is already doing a lot of the heavy lifting in this field, with tools that flag urgent scans, measure tumors, and even draft parts of reports, meaning the day-to-day workflow is genuinely changing in big ways. That said, radiologists are not being replaced because AI and humans catch different kinds of mistakes, and the strongest outcomes come from working together rather than one replacing the other.
Learn more about how you can thrive in this position
This role is somewhat resilient
Radiology is labeled "Somewhat Resilient" because AI is already doing a lot of the heavy lifting in this field, with tools that flag urgent scans, measure tumors, and even draft parts of reports, meaning the day-to-day workflow is genuinely changing in big ways. That said, radiologists are not being replaced because AI and humans catch different kinds of mistakes, and the strongest outcomes come from working together rather than one replacing the other.
Read full analysisAnalysis of current AI resilience
Radiologists
Updated quarterly
How can Radiologists prepare for AI?
Latest AI news for Radiologists
These articles highlight the evolving landscape of radiology careers in the age of AI. For instance, the Rad AI Outcomes compendium shows how AI can enhance patient outcomes, emphasizing the need for radiologists to leverage these tools. Additionally, insights about a potential 33% reduction in workforce demand stress the importance of adaptability. Radiologists who embrace AI and integrate it into their practice can enhance their value, ensuring they remain essential in diagnosis and patient care despite technological advancements. This resilience will be key for future professionals in the field.
See the Real-World Impact of AI in Radiology
www.diagnosticimaging.com • 10/19/2026
AI has to do more than show potential. It has to deliver measurable results.The Rad AI Outcomes and Market Impact Compendium brings together...
In radiology, AI is blurring the line between technology development and clinical practice
www.statnews.com • 9/22/2026
A new wave of radiology practices are aggressively embracing AI: developing and deploying it in-house, and marketing their “AI-native”...
Radiology in the age of AI
rochesterbeacon.com • 5/28/2026
Use of artificial intelligence can accelerate patient diagnoses in a health system under stress, but it's not risk-free. Radiologists remain...
FAQs About AI in Radiology: Legal Risks, Liability, and Malpractice
www.ajmc.com • 3/20/2026
Explore FAQs on AI in radiology, including malpractice risk, liability, and how juror perceptions shape legal outcomes when AI is involved.
What effect will AI have on the radiologist workforce?
www.auntminnie.com • 1/9/2026
Overall, the analysis shows that AI will likely cause an up to 33% reduction in the need for radiologists over the next five years, with a range...
More Career Info
Career: Radiologists
They help diagnose medical issues by examining X-rays and scans, then work with doctors to decide on the best treatment for patients.
Parent Careers
Similar Careers
Alternate Titles
Diagnostic Radiologist · Nuclear Medicine Physician · Physician · Radiologist · Attending Physician · Interventional Neuroradiologist · Interventional Radiologist · Musculoskeletal Specialty Radiologist (MSK Specialty Radiologist) · Neuroradiologist · Nuclear Medicine Specialist
Employment & Wage Data
Median Wage
$420,860
Jobs (2025)
28,700
Growth (2025-35)
+3.4%
Annual Openings
700
Education
Doctoral or professional degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Perform interventional procedures such as image-guided biopsy, percutaneous transluminal angioplasty, transhepatic biliary drainage, or nephrostomy catheter placement.
2
Recognize or treat complications during and after procedures, including blood pressure problems, pain, oversedation, or bleeding.
3
Administer radioisotopes to clinical patients or research subjects.
4
Establish or enforce standards for protection of patients or personnel.
5
Establish and enforce radiation protection standards for patients and staff.
6
Participate in continuing education activities to maintain and develop expertise.
7
Participate in quality improvement activities including discussions of areas where risk of error is high.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
