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 74% 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
Collect and record patient information, such as medical history or examination results, in electronic or handwritten medical records.Details
O*NET Task ID 22717
1.0
Analyze records, examination information, or test results to diagnose medical conditions.Details
O*NET Task ID 22715
0.5
Assess patients' pain levels or sedation requirements.Details
O*NET Task ID 22716
0.5
Communicate likely outcomes of medical diseases or traumatic conditions to patients or their representatives.Details
O*NET Task ID 22718
0.5
Conduct primary patient assessments that include information from prior medical care.Details
O*NET Task ID 22719
0.5
Consult with hospitalists and other professionals, such as social workers, regarding patients' hospital admission, continued observation, transition of care, or discharge.Details
O*NET Task ID 22720
0.5
Direct and coordinate activities of nurses, assistants, specialists, residents, and other medical staff.Details
O*NET Task ID 22721
0.5
Discuss patients' treatment plans with physicians and other medical professionals.Details
O*NET Task ID 22722
0.5
Evaluate patients' vital signs or laboratory data to determine emergency intervention needs and priority of treatment.Details
O*NET Task ID 22723
0.5
Identify factors that may affect patient management, such as age, gender, barriers to communication, and underlying disease.Details
O*NET Task ID 22724
0.5
Monitor patients' conditions, and reevaluate treatments, as necessary.Details
O*NET Task ID 22725
0.5
Refer patients to specialists or other practitioners.Details
O*NET Task ID 22728
0.5
Select and prescribe medications to address patient needs.Details
O*NET Task ID 22729
0.5
Select, request, perform, or interpret diagnostic procedures, such as laboratory tests, electrocardiograms, emergency ultrasounds, and radiographs.Details
O*NET Task ID 22730
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
Specialist medical practitioners (medical doctors) diagnose, treat and prevent illness, disease, injury, and other physical and mental impairments in humans, using specialized testing, diagnostic, medical, surgical, physical and psychiatric techniques, through application of the principles and procedures of modern medicine. They specialize in certain disease categories, types of patient or methods of treatment and may conduct medical education and research in their chosen areas of specialization.
Tareas
(a) conducting physical examinations of patients and interviewing them and their families to determine their health status;
(b) considering medical information provided by a referring doctor or other health care provider;
(c) ordering specialized diagnostic tests to determine the nature of disorders or illnesses;
(d) prescribing, administering and monitoring patients' responses to treatments, medications, anaesthetics, psychotherapies, physical rehabilitation programmes and other preventive and curative measures;
(e) performing surgery of a general or specialized nature;
(f) managing complications before, during and after childbirth;
(g) recording patients' medical information and exchanging information with other health professionals to ensure the provision of comprehensive care;
(h) reporting births, deaths and notifiable diseases to government authorities to meet legal and professional requirements;
(i) providing information to patients and families and communities about preventive measures, treatment and care for specific ailments;
(j) performing autopsies to determine cause of death;
(k) conducting research into specific human disorders and illnesses and preventive or curative methods and disseminating the findings such as through scientific reports;
(l) planning and participating in programmes designed to prevent the occurrence and spread of specific diseases.
Ocupaciones de ejemplo
Anaesthetist · Cardiologist · Emergency medicine specialist · Gynaecologist · Obstetrician · Ophthalmologist · Paediatrician · Pathologist · Preventive medicine specialist · Psychiatrist · Radiation oncologist · Radiologist · Resident medical officer in specialist training · Specialist medical practitioner (public health) · Specialist physician (internal medicine) · Specialist physician (nuclear medicine) · Surgeon
Correspondencia indirecta — esta ocupación se vincula al grupo primario ISCO mediante una regla de respaldo.
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.
사람 파악(97) · 정교한 동작(96) · 듣고 이해하기(96) · 서비스 지향(96) · 기억력(95)
Knowledge
의료(99) · 상담(93) · 생물(89) · 심리(89) · 인사(85)
Work environment
이미지/평판/재정에 미치는 영향력(100) · 의사결정 가능성(100) · 의사결정 권한(99) · 질병 혹은 감염 위험 노출(99) · 건강 및 안전에 대한 책임(99)
Related occupations
전문의사 · 치과의사 · 일반의사
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: +3.2%
Median wage: $336K
lowest $31Kmedian wage across 825 detailed occupations, BLS EP 2025–35highest $559K
Employment: 35K
Typical entry-level education: Doctoral or professional degree
