Neurocientificos
Ciencias de la Vida, Físicas y SocialesExposición a la IA
- Fuente de datos: BLSPublicado: 2026-08
Muy alto· relativa
BajoCuatro bandas relativasMuy altoValor por grupo ocupacional
Escala, base y fuente
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
- Fuente de datos: AnthropicPublicado: 2026-03
0.038
0.000Rango de los valores aquí recogidos0.745Escala, base y fuente
Índice de exposición observada, 0–1 tal como se publica
Mapeado sobre tareas de O*NET
- Fuente de datos: ILOPublicado: 2025
0.40
0.09Rango de los valores aquí recogidos0.70Valor por grupo ocupacional
Escala, base y fuente
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 39% alcanza o supera este valor.
Qué tipo de cifra publica esta fuente
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.
Task-level exposure
Solo tareas expuestas| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Teach principles of medicine and medical and laboratory procedures to physicians, residents, students, and technicians.19-1042 | 0.009836.6 | —0 |
Evaluate effects of drugs, gases, pesticides, parasites, and microorganisms at various levels.19-1042 | 0.004416.4 | —0 |
Write and publish articles in scientific journals.19-1042 | 0.004215.7 | —0 |
Study animal and human health and physiological processes.19-1042 | 0.003211.9 | —0 |
Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.19-1042 | 0.002910.8 | —0 |
Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings to the scientific audience and general public.19-1042 | 0.00238.6 | 0.0015100.0 |
| Not observed on any surface — 7 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | ||
Plan and direct studies to investigate human or animal disease, preventive methods, and treatments for disease. | —0 | —0 |
Follow strict safety procedures when handling toxic materials to avoid contamination. | —0 | —0 |
Prepare and analyze organ, tissue, and cell samples to identify toxicity, bacteria, or microorganisms or to study cell structure. | —0 | —0 |
Investigate cause, progress, life cycle, or mode of transmission of diseases or parasites. | —0 | —0 |
Confer with health departments, industry personnel, physicians, and others to develop health safety standards and public health improvement programs. | —0 | —0 |
Consult with and advise physicians, educators, researchers, and others regarding medical applications of physics, biology, and chemistry. | —0 | —0 |
Use equipment such as atomic absorption spectrometers, electron microscopes, flow cytometers, and chromatography systems. | —0 | —0 |
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 |
|---|---|
Write and publish articles in scientific journals.O*NET Task ID 20201 | 1.0 |
Write applications for research grants.O*NET Task ID 23906 | 1.0 |
Plan and direct studies to investigate human or animal disease, preventive methods, and treatments for disease.O*NET Task ID 7513 | 0.5 |
Evaluate effects of drugs, gases, pesticides, parasites, and microorganisms at various levels.O*NET Task ID 7515 | 0.5 |
Teach principles of medicine and medical and laboratory procedures to physicians, residents, students, and technicians.O*NET Task ID 7516 | 0.5 |
Prepare and analyze organ, tissue, and cell samples to identify toxicity, bacteria, or microorganisms or to study cell structure.O*NET Task ID 7517 | 0.5 |
Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.O*NET Task ID 7518 | 0.5 |
Investigate cause, progress, life cycle, or mode of transmission of diseases or parasites.O*NET Task ID 7519 | 0.5 |
Confer with health departments, industry personnel, physicians, and others to develop health safety standards and public health improvement programs.O*NET Task ID 7520 | 0.5 |
Study animal and human health and physiological processes.O*NET Task ID 7521 | 0.5 |
Follow strict safety procedures when handling toxic materials to avoid contamination.O*NET Task ID 7514 | 0.0 |
Use equipment such as atomic absorption spectrometers, electron microscopes, flow cytometers, or chromatography systems.O*NET Task ID 7523 | 0.0 |
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®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page