Will AI replace doctors?

General practitioners are not exposed to generative AI according to the International Labour Organization: none of their tasks crosses the exposure threshold of its index. The most exposed is medical research and sharing its findings; the least exposed are examining patients and performing clinical procedures.

ILO reference occupation · Generalist Medical Practitioners

Barely affected

Generative AI touches few of this job's tasks: its content stays largely the same.

ILO category: Not exposed

What AI changes in the job, task by task

No task reaches the threshold. The highest involve writing and administration: research and publication (a score of 0.48 out of 1), reporting births, deaths and notifiable diseases (0.37), keeping medical records (0.36). The core of care is far below: examining and interviewing patients (0.16), surgery and clinical procedures (0.13).

  • Conducting research in human health and medical services and disseminating the findings such as through scientific reports

    Low
  • Reporting births, deaths and notifiable diseases to government authorities to meet legal and professional requirements

    Low
  • Recording patients' medical information and history and exchanging information with specialist practitioners and other health workers as required for continuing medical care

    Low
  • Planning and participating in programmes designed to prevent the occurrence and spread of common diseases

    Low
  • Advising individuals, families and communities on health, nutrition and lifestyle which aid prevention or treatment of disease and disorders

    Low
  • Providing referrals to patients and families for specialized care in hospitals, rehabilitation centres or other types of health care centres

    Low
  • Ordering laboratory tests, X-rays and other diagnostic procedures and analysing findings to determine the nature of disorders or illnesses

    Low
  • Identifying, managing and providing referrals for complications before, during and after childbirth

    Very low
  • Providing continuing medical care for patients including prescribing, administering, counselling on and monitoring curative treatments and preventive measures

    Very low
  • Conducting physical examinations of patients and interviewing them and their families to determine their health status

    Very low
  • Performing surgery and other clinical procedures

    Very low

Source: ILO, Generative AI and Jobs, Working Paper 140, 2025.

Neighbouring jobs

None of the 15 professional-level health occupations in the classification is classed as exposed by the ILO. General practitioners, specialists, nurses and dentists are not exposed; pharmacists and midwives have minimal exposure.

  • Pharmacists

    Minimally exposed

  • Midwifery Professionals

    Minimally exposed

  • Generalist Medical Practitioners· this job

    Barely affected

  • Specialist Medical Practitioners

    Barely affected

  • Nursing Professionals

    Barely affected

  • Dentists

    Barely affected

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Limits

The ILO index is global and describes the tasks of the international classification: code 2211 covers general practitioners, while specialists have their own code (2212), also not exposed. Its 2025 scores were largely produced by AI models, then checked against a survey of workers and expert panels: they are estimates, not measurements. Opening counts only cover Brevy's catalogue.

Source: Gmyrek, P., Berg, J., Kamiński, K., Konopczyński, F., Ładna, A., Nafradi, B., Rosłaniec, K., Troszyński, M. Generative AI and Jobs: A Refined Global Index of Occupational Exposure. ILO Working Paper 140. Geneva: International Labour Office, 2025. © ILO, CC BY 4.0. https://doi.org/10.54394/HETP0387

This page is an adaptation: categories are regrouped for the table. Notice required by the licence:

This is an adaptation of a copyrighted work of the International Labour Organization (ILO). This adaptation has not been prepared, reviewed or endorsed by the ILO and should not be considered an official ILO adaptation. The ILO disclaims all responsibility for its content and accuracy. Responsibility rests solely with the author(s) of the adaptation.

Search titles: ESCO, European Commission. Openings: Brevy catalogue.