Cuatro bandas relativas (Bajo / Moderado / Alto / Muy alto)
831 ocupaciones detalladas de la tabla de proyecciones de empleo de BLS. El valor se asigna por código de la National Employment Matrix (NEM), de modo que las ocupaciones que comparten un código NEM reciben la misma banda
Índice de exposición a la IA generativa, 0–1 tal como se publica
Grupo primario de la CIUO-08 — todas las ocupaciones con ese código reciben este valor
Calculado por este sitio, no publicado por la OIT: de las 1012 ocupaciones que este sitio vincula al conjunto de datos de la OIT, un 69% alcanza o supera este valor.
La categoría de BLS es un rango relativo, no un nivel absoluto, y tampoco es una medición de primera mano: agrupa en cuatro bandas los rangos percentiles de la ocupación en varios estudios publicados. No es una previsión de empleo ni de salarios, no es una probabilidad de adopción y no distingue entre automatización y aumento.
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
Task
βE1 + 0.5 × E2
Prescribe or administer treatment, therapy, medication, vaccination, and other specialized medical care to treat or prevent illness, disease, or injury.Details
O*NET Task ID 7771
0.5
Order, perform, and interpret tests and analyze records, reports, and examination information to diagnose patients' condition.Details
O*NET Task ID 7772
0.5
Monitor patients' conditions and progress and reevaluate treatments as necessary.Details
O*NET Task ID 7773
0.5
Collect, record, and maintain patient information, such as medical history, reports, or examination results.Details
O*NET Task ID 7774
0.5
Explain procedures and discuss test results or prescribed treatments with patients.Details
O*NET Task ID 7775
0.5
Advise patients and community members concerning diet, activity, hygiene, and disease prevention.Details
O*NET Task ID 7776
0.5
Refer patients to medical specialists or other practitioners when necessary.Details
O*NET Task ID 7777
0.5
Direct and coordinate activities of nurses, students, assistants, specialists, therapists, and other medical staff.Details
O*NET Task ID 7778
0.5
Plan, implement, or administer health programs or standards in hospitals, businesses, or communities for prevention or treatment of injury or illness.Details
O*NET Task ID 7782
0.5
Train residents, medical students, and other health care professionals.Details
O*NET Task ID 20120
0.5
Prepare government or organizational reports which include birth, death, and disease statistics, workforce evaluations, or medical status of individuals.Details
O*NET Task ID 20121
0.5
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Eloundou et al. (2023): see full notices on the Credits page
Generalist medical practitioners (including family and primary care doctors) diagnose, treat and prevent illness, disease, injury and other physical and mental impairments and maintain general health in humans through application of the principles and procedures of modern medicine. They do not limit their practice to certain disease categories or methods of treatment, and may assume responsibility for the provision of continuing and comprehensive medical care to individuals, families and communities.
Tareas
(a) conducting physical examinations of patients and interviewing them and their families to determine their health status;
(b) ordering laboratory tests, X-rays and other diagnostic procedures and analysing findings to determine the nature of disorders or illnesses;
(c) providing continuing medical care for patients including prescribing, administering, counselling on and monitoring curative treatments and preventive measures;
(d) performing surgery and other clinical procedures;
(e) advising individuals, families and communities on health, nutrition and lifestyle which aid prevention or treatment of disease and disorders;
(f) providing referrals to patients and families for specialized care in hospitals, rehabilitation centres or other types of health care centres;
(g) identifying, managing and providing referrals for complications before, during and after childbirth;
(h) recording patients' medical information and history and exchanging information with specialist practitioners and other health workers as required for continuing medical care;
(i) reporting births, deaths and notifiable diseases to government authorities to meet legal and professional requirements;
(j) conducting research in human health and medical services and disseminating the findings such as through scientific reports
(k) planning and participating in programmes designed to prevent the occurrence and spread of common diseases.
Ocupaciones de ejemplo
District medical doctor - therapist · Family medical practitioner · General practitioner · Medical doctor (general) · Medical officer (general) · Physician (general) · Primary health care physician · Resident medical officer specializing in general practice
Correspondencia indirecta — esta ocupación se vincula al grupo primario ISCO mediante una regla de respaldo.
Los médicos generalistas fomentan la salud, previenen enfermedades, detectan estados de mala salud, diagnostican y tratan enfermedades y promueven la recuperación de enfermedades físicas y mentales, así como trastornos de todo tipo para todas las personas, independientemente de su edad, sexo o tipo de problema de salud.
Fuente:European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
ESCO reuse terms and the modification notice are in Credits.
Shown in the original Korean. This dataset is published under KOGL Type 4, which prohibits derivative works including translation, so the text is reproduced unaltered.
질병 혹은 감염 위험 노출(97) · 마감시간(97) · 다른 사람과 신체적 접촉(86) · 외부 고객 대하기(80) · 서서 근무(77)
Related occupations
응급구조사 · 보건의료정보관리사 · 수의사 보조원(동물보건사) · 안경사 · 안마사
The KNOW occupations and KECO codes listed here were linked to this page's occupation by this site; this is not a correspondence defined by the Korea Employment Information Service or the Ministry of Employment and Labor.
Projected change: +3.3%
Median wage: $244K
lowest $31Kmedian wage across 825 detailed occupations, BLS EP 2025–35highest $559K
Employment: 114K
Typical entry-level education: Doctoral or professional degree
