Distribution across 38 profiles.
Middle half of Radiologists score between 27% and 34%.
0%
50%
100%
p10 · 25%
38% · p90
Task breakdown by work type
On-screen work65%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen7%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action11%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person18%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Radiologist, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Interpreting medical images (X-rays, MRIs, CT scans, ultrasounds) to identify abnormalities such as tumors, fractures, or infections
deep expertise
35%DD
34%
Consulting with referring physicians to discuss imaging results, clarify findings, and provide expert advice on patient care plans
deep expertisesocial core
20%AA
2%
Writing detailed reports summarizing findings, including descriptions of abnormalities, measurements, and recommendations for further testing or treatment
19%DD
50%
Performing image-guided procedures (e.g., biopsies, drainages) using real-time imaging to ensure accuracy and patient safety
deep expertisesocial element
15%DA
9%
Collaborating with other radiologists or specialists in multidisciplinary team meetings to discuss complex cases and reach consensus on diagnoses
deep expertisesocial core
5%AA
0%
Reviewing and verifying the quality of images taken by radiologic technologists to ensure they are clear and usable for diagnosis
2%DD
43%
Staying updated with the latest medical imaging technologies, techniques, and guidelines through continuous education and training
deep expertise
1%AD
19%
TaskTimeTypeExposure
Interpreting medical images (X-rays, MRIs, CT scans, ultrasounds) to identify abnormalities such as tumors, fractures, or infections
deep expertise
40%DD
37%
Consulting with referring physicians to discuss imaging results, clarify findings, and provide expert advice on patient care plans
deep expertisesocial core
14%AA
2%
Writing detailed reports summarizing findings, including descriptions of abnormalities, measurements, and recommendations for further testing or treatment
13%DD
55%
Reviewing and verifying the quality of images taken by radiologic technologists to ensure they are clear and usable for diagnosis
11%DD
57%
Collaborating with other radiologists or specialists in multidisciplinary team meetings to discuss complex cases and reach consensus on diagnoses
deep expertisesocial core
11%AA
0%
Performing image-guided procedures (e.g., biopsies, drainages) using real-time imaging to ensure accuracy and patient safety
deep expertisesocial core
7%DA
0%
Staying updated with the latest medical imaging technologies, techniques, and guidelines through continuous education and training
deep expertise
1%AD
18%
TaskTimeTypeExposure
Interpreting medical images (X-rays, MRIs, CT scans, ultrasounds) to identify abnormalities such as tumors, fractures, or infections
deep expertise
37%DD
41%
Writing detailed reports summarizing findings, including descriptions of abnormalities, measurements, and recommendations for further testing or treatment
23%DD
82%
Reviewing and verifying the quality of images taken by radiologic technologists to ensure they are clear and usable for diagnosis
11%DD
53%
Collaborating with other radiologists or specialists in multidisciplinary team meetings to discuss complex cases and reach consensus on diagnoses
deep expertisesocial core
9%AA
0%
Performing image-guided procedures (e.g., biopsies, drainages) using real-time imaging to ensure accuracy and patient safety
deep expertisesocial core
9%DA
8%
Consulting with referring physicians to discuss imaging results, clarify findings, and provide expert advice on patient care plans
deep expertisesocial core
7%AA
5%
Staying updated with the latest medical imaging technologies, techniques, and guidelines through continuous education and training
deep expertise
0%AD
19%
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AI tools for this role
Tools relevant to the most automatable tasks in this profession.
