Occupation baseline · Research consensus
Will AI replace Pediatricians, General?
Baseline AI displacement risk for Pediatricians, General, aggregated from 5 research sources.
What this score means
Pediatricians, General leans toward the safer end for Healthcare. Parts of the role touch tasks AI is getting good at, but the core still depends on hands on work or judgment that resists automation. At 26 out of 100 it scores 4 points above the Healthcare average of 22. Across the 5 sources behind this baseline, individual estimates run from 5 to 52, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Pediatricians, General, most central first, showing 12 of 17.
- 01Prescribe or administer treatment, therapy, medication, vaccination, and other specialized medical care to treat or prevent illness, disease, or injury in infants and children.
- 02Examine children regularly to assess their growth and development.
- 03Treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns.
- 04Examine patients or order, perform, and interpret diagnostic tests to obtain information on medical condition and determine diagnosis.
- 05Advise patients, parents or guardians, and community members concerning diet, activity, hygiene, and disease prevention.
- 06Explain procedures and discuss test results or prescribed treatments with patients and parents or guardians.
- 07Collect, record, and maintain patient information, such as medical history, reports, or examination results.
- 08Monitor patients' conditions and progress and reevaluate treatments as necessary.
- 09Direct and coordinate activities of nurses, students, assistants, specialists, therapists, and other medical staff.
- 10Plan and execute medical care programs to aid in the mental and physical growth and development of children and adolescents.
- 11Refer patient to medical specialist or other practitioner when necessary.
- 12Teach residents or medical students about pediatric topics.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 5 research sources that scored Pediatricians, General for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Pediatricians, General?
- Published research puts Pediatricians, General at 26 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Pediatricians, General?
- Only partly. Individual estimates for Pediatricians, General run from 5 to 52 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which healthcare roles face similar AI exposure?
- The closest published healthcare roles to Pediatricians, General by score are Athletic Trainers (26/100), Pharmacy Aides (26/100), and Acute Care Nurses (27/100). Each has its own page with the research behind its number.
Also covers
Baby Doctor · Developmental Pediatrician · Developmental-Behavioral Pediatrician · Doctor · Emergency Room Pediatrician (ER Pediatrician) · General Pediatrician · Group Practice Pediatrician · Internal Medicine Pediatrician and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
Your number is not the baseline
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More healthcare occupations
- Acute Care Nurses27/100
- Audiologists27/100
- Clinical Nurse Specialists27/100
- Medical Assistants27/100
- Athletic Trainers26/100
- Pharmacy Aides26/100
- Family Medicine Physicians25/100
- Healthcare Diagnosing or Treating Practitioners, All Other25/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.