Gerentes de Ciencias Naturales
GerenciaExposición a la IA
- Fuente de datos: BLSPublicado: 2026-08
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
0.061
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
Ver 51 tareas ocultas| Task | Claude.aiRaw / share % |
|---|---|
Code, evaluate, or interpret collected study data.11-9121 | 0.030018.4 |
Review project activities and prepare and review research, testing, or operational reports.11-9121 | 0.016710.2 |
Advise or assist in obtaining patents or meeting other legal requirements.11-9121 | 0.01438.8 |
Review proposed study protocols to evaluate factors such as sample collection processes, data management plans, and potential subject risks.11-9121 | 0.01418.6 |
Prepare study-related documentation such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, and progress reports.11-9121 | 0.01207.3 |
Develop client relationships and communicate with clients to explain proposals, present research findings, establish specifications, or discuss project status.11-9121 | 0.01197.3 |
Design or coordinate successive phases of problem analysis, solution proposals, or testing.11-9121 | 0.00895.4 |
Interpret protocols and advise treating physicians on appropriate dosage modifications or treatment calculations based on patient characteristics.11-9121 | 0.00784.8 |
Inform patients or caregivers about study aspects and outcomes to be expected.11-9121 | 0.00664.1 |
Review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.11-9121 | 0.00654.0 |
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 project proposals.O*NET Task ID 7206 | 1.0 |
Conduct own research in field of expertise.O*NET Task ID 7214 | 1.0 |
Confer with scientists, engineers, regulators, or others to plan or review projects or to provide technical assistance.O*NET Task ID 7203 | 0.5 |
Develop client relationships and communicate with clients to explain proposals, present research findings, establish specifications, or discuss project status.O*NET Task ID 7204 | 0.5 |
Plan or direct research, development, or production activities.O*NET Task ID 7205 | 0.5 |
Design or coordinate successive phases of problem analysis, solution proposals, or testing.O*NET Task ID 7207 | 0.5 |
Review project activities and prepare and review research, testing, or operational reports.O*NET Task ID 7208 | 0.5 |
Hire, supervise, or evaluate engineers, technicians, researchers, or other staff.O*NET Task ID 7209 | 0.5 |
Determine scientific or technical goals within broad outlines provided by top management and make detailed plans to accomplish these goals.O*NET Task ID 7210 | 0.5 |
Develop or implement policies, standards, or procedures for the architectural, scientific, or technical work performed to ensure regulatory compliance or operations enhancement.O*NET Task ID 7211 | 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®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page