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
LowReporting births, deaths and notifiable diseases to government authorities to meet legal and professional requirements
LowRecording patients' medical information and history and exchanging information with specialist practitioners and other health workers as required for continuing medical care
LowPlanning and participating in programmes designed to prevent the occurrence and spread of common diseases
LowAdvising individuals, families and communities on health, nutrition and lifestyle which aid prevention or treatment of disease and disorders
LowProviding referrals to patients and families for specialized care in hospitals, rehabilitation centres or other types of health care centres
LowOrdering laboratory tests, X-rays and other diagnostic procedures and analysing findings to determine the nature of disorders or illnesses
LowIdentifying, managing and providing referrals for complications before, during and after childbirth
Very lowProviding continuing medical care for patients including prescribing, administering, counselling on and monitoring curative treatments and preventive measures
Very lowConducting physical examinations of patients and interviewing them and their families to determine their health status
Very lowPerforming 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
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.