HealthcareO*NET: 29-1224.00
Will AI Replace Radiologists?
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.
33out of 100
Low Risk
AI Risk Score
33/100
Risk Level
Low
Job Zone
5/5
Advanced
Total Tasks Analyzed
15
🤖 What AI Can Do
- ▸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.
- ▸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.
- ▸Develop or monitor procedures to ensure adequate quality control of images.
👤 What Requires Humans
- ▸Confer with medical professionals regarding image-based diagnoses.
- ▸Establish or enforce standards for protection of patients or personnel.
Task Breakdown
🤖AI Can Automate (9)
- 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.
- 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.
- Develop or monitor procedures to ensure adequate quality control of images.
- Provide counseling to radiologic patients to explain the processes, risks, benefits, or alternative treatments.
- Coordinate radiological services with other medical activities.
- Instruct radiologic staff in desired techniques, positions, or projections.
👤Requires Humans (2)
- Confer with medical professionals regarding image-based diagnoses.
- Establish or enforce standards for protection of patients or personnel.
⚡AI-Assisted (4)
- Document the performance, interpretation, or outcomes of all procedures performed.
- Recognize or treat complications during and after procedures, including blood pressure problems, pain, oversedation, or bleeding.
- Participate in continuing education activities to maintain and develop expertise.
- Participate in quality improvement activities including discussions of areas where risk of error is high.
Key Skills Analysis
Reading ComprehensionAI-Vulnerable
Importance: 4.25/5.00
Active Listening
Importance: 4.25/5.00
Speaking
Importance: 4.25/5.00
WritingAI-Vulnerable
Importance: 4.12/5.00
Critical ThinkingAI-Resistant
Importance: 4.12/5.00
Judgment and Decision MakingAI-Resistant
Importance: 4.12/5.00
Monitoring
Importance: 4.00/5.00
Social PerceptivenessAI-Resistant
Importance: 4.00/5.00
Complex Problem SolvingAI-Resistant
Importance: 4.00/5.00
Active LearningAI-Resistant
Importance: 3.88/5.00
Science
Importance: 3.75/5.00
Service OrientationAI-Resistant
Importance: 3.62/5.00
Time ManagementAI-Resistant
Importance: 3.50/5.00
InstructingAI-Resistant
Importance: 3.38/5.00
Learning Strategies
Importance: 3.25/5.00
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Frequently Asked Questions
Based on our analysis, Radiologists have a low risk of AI replacement with a score of 33/100. This role requires significant human skills like creativity, empathy, and complex decision-making that AI cannot easily replicate.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research