Bioquimicos y Biofisicos
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
0.076
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 % |
|---|---|---|
Prepare reports or recommendations, based upon research outcomes.19-1021 | 0.045945.5 | 0.041553.9 |
Teach or advise undergraduate or graduate students or supervise their research.19-1021 | 0.017917.7 | —0 |
Research how characteristics of plants or animals are carried through successive generations.19-1021 | 0.00979.6 | 0.00202.5 |
Investigate the nature, composition, or expression of genes or research how genetic engineering can impact these processes.19-1021 | 0.00454.5 | 0.008210.7 |
Produce pharmaceutically or industrially useful proteins, using recombinant DNA technology.19-1021 | 0.00383.8 | 0.00253.2 |
Study the chemistry of living processes, such as cell development, breathing and digestion, or living energy changes, such as growth, aging, or death.19-1021 | 0.00353.5 | —0 |
Develop new methods to study the mechanisms of biological processes.19-1021 | 0.00333.3 | —0 |
Research the chemical effects of substances, such as drugs, serums, hormones, or food, on tissues or vital processes.19-1021 | 0.00333.3 | —0 |
Share research findings by writing scientific articles or by making presentations at scientific conferences.19-1021 | 0.00282.8 | —0 |
Study physical principles of living cells or organisms and their electrical or mechanical energy, applying methods and knowledge of mathematics, physics, chemistry, or biology.19-1021 | 0.00282.8 | —0 |
| Not observed on any surface — 11 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. | ||
Manage laboratory teams or monitor the quality of a team's work. | —0 | —0 |
Develop or execute tests to detect diseases, genetic disorders, or other abnormalities. | —0 | —0 |
Study spatial configurations of submicroscopic molecules, such as proteins, using x-rays or electron microscopes. | —0 | —0 |
Determine the three-dimensional structure of biological macromolecules. | —0 | —0 |
Isolate, analyze, or synthesize vitamins, hormones, allergens, minerals, or enzymes and determine their effects on body functions. | —0 | —0 |
Design or perform experiments with equipment such as lasers, accelerators, or mass spectrometers. | —0 | —0 |
Develop or test new drugs or medications intended for commercial distribution. | —0 | —0 |
Prepare pharmaceutical compounds for commercial distribution. | —0 | —0 |
Research transformations of substances in cells, using atomic isotopes. | —0 | —0 |
Examine the molecular or chemical aspects of immune system functioning. | —0 | —0 |
Design or build laboratory equipment needed for special research projects. | —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 |
|---|---|
Prepare reports or recommendations, based upon research outcomes.O*NET Task ID 12929 | 1.0 |
Share research findings by writing scientific articles or by making presentations at scientific conferences.O*NET Task ID 12932 | 1.0 |
Write grant proposals to obtain funding for research.O*NET Task ID 21168 | 1.0 |
Develop new methods to study the mechanisms of biological processes.O*NET Task ID 12930 | 0.5 |
Manage laboratory teams or monitor the quality of a team's work.O*NET Task ID 12931 | 0.5 |
Develop or execute tests to detect diseases, genetic disorders, or other abnormalities.O*NET Task ID 12933 | 0.5 |
Develop or test new drugs or medications intended for commercial distribution.O*NET Task ID 12934 | 0.5 |
Study the mutations in organisms that lead to cancer or other diseases.O*NET Task ID 12935 | 0.5 |
Study spatial configurations of submicroscopic molecules, such as proteins, using x-rays or electron microscopes.O*NET Task ID 12936 | 0.5 |
Study the chemistry of living processes, such as cell development, breathing and digestion, or living energy changes, such as growth, aging, or death.O*NET Task ID 12937 | 0.5 |
Prepare pharmaceutical compounds for commercial distribution.O*NET Task ID 12939 | 0.0 |
Produce pharmaceutically or industrially useful proteins, using recombinant DNA technology.O*NET Task ID 12945 | 0.0 |
Isolate, analyze, or synthesize vitamins, hormones, allergens, minerals, or enzymes and determine their effects on body functions.O*NET Task ID 12946 | 0.0 |
Design or perform experiments with equipment, such as lasers, accelerators, or mass spectrometers.O*NET Task ID 12947 | 0.0 |
Research transformations of substances in cells, using atomic isotopes.O*NET Task ID 12949 | 0.0 |
Design or build laboratory equipment needed for special research projects.O*NET Task ID 12951 | 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