Distribution across 36 profiles.
Middle half of Cardiologists score between 20% and 28%.
0%
50%
100%
p10 · 19%
31% · p90
Task breakdown by work type
On-screen work19%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen54%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action0%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person27%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Cardiologist, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Performing interventional procedures (e.g., catheterizations, angioplasties, pacemaker implantations) in a hospital or clinic setting
deep expertisesocial element
22%AA
0%
Performing physical examinations (e.g., listening to heart sounds, checking blood pressure, evaluating symptoms like chest pain or shortness of breath)
deep expertisesocial core
22%AA
5%
Reviewing patient medical histories and diagnostic test results (e.g., EKGs, echocardiograms, blood tests) to assess heart health and identify potential issues
21%AD
28%
Developing and discussing treatment plans with patients, including medications, lifestyle changes, or procedures like stents or bypass surgery
deep expertisesocial core
9%AD
10%
Interpreting imaging studies (e.g., angiograms, MRIs, CT scans) to diagnose conditions like blockages, heart failure, or structural abnormalities
9%DD
65%
Consulting with other healthcare professionals (e.g., surgeons, primary care doctors, nurses) to coordinate patient care and follow-up
some context neededsocial core
9%AD
20%
Documenting patient encounters, updating medical records, and completing insurance or referral paperwork
5%AD
57%
Staying updated on medical research, attending conferences, and participating in continuing education to maintain expertise in cardiology
1%DD
53%
TaskTimeTypeExposure
Reviewing patient medical histories and diagnostic test results (e.g., EKGs, echocardiograms, blood tests) to assess heart health and identify potential issues
21%AD
38%
Performing physical examinations (e.g., listening to heart sounds, checking blood pressure, evaluating symptoms like chest pain or shortness of breath)
deep expertisesocial core
21%AA
2%
Interpreting imaging studies (e.g., angiograms, MRIs, CT scans) to diagnose conditions like blockages, heart failure, or structural abnormalities
19%DD
67%
Performing interventional procedures (e.g., catheterizations, angioplasties, pacemaker implantations) in a hospital or clinic setting
deep expertisesocial element
17%AA
3%
Developing and discussing treatment plans with patients, including medications, lifestyle changes, or procedures like stents or bypass surgery
deep expertisesocial core
10%AD
8%
Staying updated on medical research, attending conferences, and participating in continuing education to maintain expertise in cardiology
5%DD
45%
Consulting with other healthcare professionals (e.g., surgeons, primary care doctors, nurses) to coordinate patient care and follow-up
deep expertisesocial core
3%AD
10%
Documenting patient encounters, updating medical records, and completing insurance or referral paperwork
0%AD
44%
TaskTimeTypeExposure
Interpreting imaging studies (e.g., angiograms, MRIs, CT scans) to diagnose conditions like blockages, heart failure, or structural abnormalities
24%DD
63%
Reviewing patient medical histories and diagnostic test results (e.g., EKGs, echocardiograms, blood tests) to assess heart health and identify potential issues
23%AD
25%
Documenting patient encounters, updating medical records, and completing insurance or referral paperwork
19%AD
53%
Developing and discussing treatment plans with patients, including medications, lifestyle changes, or procedures like stents or bypass surgery
deep expertisesocial core
15%AD
10%
Performing interventional procedures (e.g., catheterizations, angioplasties, pacemaker implantations) in a hospital or clinic setting
deep expertisesocial element
9%AA
8%
Consulting with other healthcare professionals (e.g., surgeons, primary care doctors, nurses) to coordinate patient care and follow-up
deep expertisesocial core
6%AD
7%
Performing physical examinations (e.g., listening to heart sounds, checking blood pressure, evaluating symptoms like chest pain or shortness of breath)
deep expertisesocial core
1%AA
6%
Staying updated on medical research, attending conferences, and participating in continuing education to maintain expertise in cardiology
1%DD
51%
Save & share
AI tools for this role
Tools relevant to the most automatable tasks in this profession.
