Ecologos Industriales
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
0.055
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
0.38
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 48% 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 85 tareas ocultas| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Plan or develop research models, using knowledge of mathematical and statistical concepts.19-2041 | 0.016737.8 | 0.007611.3 |
Examine societal issues and their relationship with both technical systems and the environment.19-2041 | 0.007516.9 | 0.00578.5 |
Collect, synthesize, analyze, manage, and report environmental data, such as pollution emission measurements, atmospheric monitoring measurements, meteorological or mineralogical information, or soil or water samples.19-2041 | 0.006013.6 | 0.014120.9 |
Determine data collection methods to be employed in research projects or surveys.19-2041 | 0.00449.9 | 0.026839.8 |
Develop, or contribute to the development of, educational or outreach programs on the environment or climate change.19-2041 | 0.00358.0 | 0.00314.6 |
Communicate scientific or technical information to the public, organizations, or internal audiences through oral briefings, written documents, workshops, conferences, training sessions, or public hearings.19-2041 | 0.00265.9 | —0 |
Propose new or modified policies involving use of traditional and alternative fuels, transportation of goods, and other factors relating to climate and climate change.19-2041 | 0.00204.5 | 0.00233.5 |
Analyze and distill climate-related research findings to inform legislators, regulatory agencies, or other stakeholders.19-2041 | 0.00163.5 | —0 |
Process and review environmental permits, licenses, or related materials. | —0 | 0.00314.6 |
Analyze data to determine validity, quality, and scientific significance and to interpret correlations between human activities and environmental effects. | —0 | 0.00304.4 |
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 |
|---|---|
Create complex and dynamic mathematical models of population, community, or ecological systems.O*NET Task ID 16891 | 1.0 |
Prepare technical and research reports, such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public.O*NET Task ID 19978 | 1.0 |
Investigate accidents affecting the environment to assess ecological impact.O*NET Task ID 16879 | 0.5 |
Investigate the adaptability of various animal and plant species to changed environmental conditions.O*NET Task ID 16880 | 0.5 |
Review industrial practices, such as the methods and materials used in construction or production, to identify potential liabilities and environmental hazards.O*NET Task ID 16881 | 0.5 |
Research sources of pollution to determine environmental impact or to develop methods of pollution abatement or control.O*NET Task ID 16882 | 0.5 |
Provide industrial managers with technical materials on environmental issues, regulatory guidelines, or compliance actions.O*NET Task ID 16883 | 0.5 |
Plan or conduct studies of the ecological implications of historic or projected changes in industrial processes or development.O*NET Task ID 16884 | 0.5 |
Plan or conduct field research on topics such as industrial production, industrial ecology, population ecology, and environmental production or sustainability.O*NET Task ID 16885 | 0.5 |
Monitor the environmental impact of development activities, pollution, or land degradation.O*NET Task ID 16886 | 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