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AI exposure Healthcare practitioners and technical

Will AI replace physicians?

Physicians, Pathologists. US occupation 29-1222.

15.8%

of the time physicians spend on their work goes on tasks where AI is already being used to do that work.of physicians' working hours go on tasks AI has already started taking off their plate.

Ranked 141 of 756 US occupations. More exposed than 81% of them.Further along than 81% of them.

Average US job 7.7%

Well above the typical job.Ahead of most of the workforce.

What AI already does for physiciansWhat physicians no longer do alone

O*NET lists 19 tasks for physicians. AI use at work shows up in 2 of them. Each score runs from 0.5, where every observed use helps a person with the task, to 1, where every use does the task outright.

  1. Examine microscopic samples to identify diseases or other abnormalities.Core task mostly automated 0.92
  2. Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in pathology.Core task automated and assisted 0.72

What it does not touch, yetWhat still needs a human

17 of the 19 tasks show no AI use at work in the data.

  • Analyze and interpret results from tests, such as microbial or parasite tests, urine analyses, hormonal assays, fine needle aspirations (FNAs), and polymerase chain reactions (PCRs).Core task
  • Communicate pathologic findings to surgeons or other physicians.Core task
  • Consult with physicians about ordering and interpreting tests or providing treatments.Core task
  • Develop or adopt new tests or instruments to improve diagnosis of diseases.Core task
  • Diagnose diseases or study medical conditions, using techniques such as gross pathology, histology, cytology, cytopathology, clinical chemistry, immunology, flow cytometry, or molecular biology.Core task
  • Educate physicians, students, and other personnel in medical laboratory professions, such as medical technology, cytotechnology, or histotechnology.Core task
Show the other 11
  • Identify the etiology, pathogenesis, morphological change, and clinical significance of diseases.Core task
  • Manage medical laboratories.Core task
  • Perform autopsies to determine causes of deaths.Core task
  • Plan and supervise the work of the pathology staff, residents, or visiting pathologists.Core task
  • Review cases by analyzing autopsies, laboratory findings, or case investigation reports.Core task
  • Write pathology reports summarizing analyses, results, and conclusions.Core task
  • Conduct genetic analyses of deoxyribonucleic acid (DNA) or chromosomes to diagnose small biopsies and cell samples.
  • Conduct research and present scientific findings.
  • Diagnose infections, such as Hepatitis B and Acquired Immune Deficiency Syndrome (AIDS), by conducting tests to detect the antibodies that patients' immune systems make to fight such infections.
  • Obtain specimens by performing procedures, such as biopsies or fine needle aspirations (FNAs) of superficial nodules.
  • Testify in depositions or trials as an expert witness.

How that compares

Among the 65 healthcare practitioners and technical occupations, physicians rank 5. The group averages 4.1%, and its most exposed job is Medical Records Specialists at 66.7%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Just above in the ranking

  1. 139Camera Operators, Television, Video, and Film 16.5%
  2. 139Property, Real Estate, and Community Association Managers 16.5%
  3. 141Industrial-Organizational Psychologists 15.8%

Just below

  1. 143File Clerks 15.7%
  2. 143Logisticians 15.7%
  3. 145Career/Technical Education Teachers, Postsecondary 15.6%

What this does and does not mean

Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.

A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.

Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.