Industrial Ecologists
Life, Physical, and Social Science Occupations- Código O*NET-SOC
- 19-2041.03
Apply principles and processes of natural ecosystems to develop models for efficient industrial systems. Use knowledge from the physical and social sciences to maximize effective use of natural resources in the production and use of goods and services. Examine societal issues and their relationship with both technical systems and the environment.
- 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 recogidos0,745Valor por grupo ocupacional
Escala, base y fuente
Índice de exposición observada, 0–1 tal como se publica
Mapeado sobre tareas de O*NET
Publicado por ocupación SOC 2018; toda ocupación O*NET con el mismo código SOC 2018 recibe este valor
- 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
Publicado por grupo primario ISCO-08. Vinculado a esta ocupación, total o parcialmente, aplicando tal como se publicaron las tablas de correspondencia de la U.S. Bureau of Labor Statistics (ISCO-08 a SOC 2010, SOC 2010 a SOC 2018)
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 expuestas38 tareas evaluadas · 38 tareas con β ≥ 0,5 (100,0%)
β = exposición directa (E1) + 0,5 × exposición con herramientas disponibles (E2), según la definición del repositorio de origen.
- Unidad de origen: tareas de O*NET 27.2 → código de ocupación de O*NET 31.0
- Todas las tareas puntuadas figuran en la lista de tareas de O*NET 31.0.
- Fuente
- OpenAI "GPTs are GPTs" exposure rubric
- Versión
- gh-main-0471612
- Licencia
- MIT License, Copyright (c) 2024 OpenAI
| Task (O*NET 20.1) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Examine societal issues and their relationship with both technical systems and the environment.19-2041.03 | 0.0078100.0 | 0.0035100.0 |
| Not observed on any surface — 37 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. | ||
Investigate accidents affecting the environment to assess ecological impact. | —0 | —0 |
Review industrial practices, such as the methods and materials used in construction or production, to identify potential liabilities and environmental hazards. | —0 | —0 |
Research sources of pollution to determine environmental impact or to develop methods of pollution abatement or control. | —0 | —0 |
Provide industrial managers with technical materials on environmental issues, regulatory guidelines, or compliance actions. | —0 | —0 |
Plan or conduct studies of the ecological implications of historic or projected changes in industrial processes or development. | —0 | —0 |
Plan or conduct field research on topics such as industrial production, industrial ecology, population ecology, and environmental production or sustainability. | —0 | —0 |
Monitor the environmental impact of development activities, pollution, or land degradation. | —0 | —0 |
Identify or develop strategies or methods to minimize the environmental impact of industrial production processes. | —0 | —0 |
Investigate the impact of changed land management or land use practices on ecosystems. | —0 | —0 |
Create complex and dynamic mathematical models of population, community, or ecological systems. | —0 | —0 |
Carry out environmental assessments in accordance with applicable standards, regulations, or laws. | —0 | —0 |
Build and maintain databases of information about energy alternatives, pollutants, natural environments, industrial processes, and other information related to ecological change. | —0 | —0 |
Forecast future status or condition of ecosystems, based on changing industrial practices or environmental conditions. | —0 | —0 |
Recommend methods to protect the environment or minimize environmental damage from industrial production practices. | —0 | —0 |
Develop alternative energy investment scenarios to compare economic and environmental costs and benefits. | —0 | —0 |
Analyze changes designed to improve the environmental performance of complex systems to avoid unintended negative consequences. | —0 | —0 |
Apply new or existing research about natural ecosystems to understand economic and industrial systems in the context of the environment. | —0 | —0 |
Conduct environmental sustainability assessments, using material flow analysis (MFA) or substance flow analysis (SFA) techniques. | —0 | —0 |
Examine local, regional or global use and flow of materials or energy in industrial production processes. | —0 | —0 |
Identify environmental impacts caused by products, systems, or projects. | —0 | —0 |
Identify or compare the component parts or relationships between the parts of industrial, social, and natural systems. | —0 | —0 |
Identify sustainable alternatives to industrial or waste management practices. | —0 | —0 |
Perform analyses to determine how human behavior can affect and be affected by changes in the environment. | —0 | —0 |
Perform environmentally extended input-output (EE I-O) analyses. | —0 | —0 |
Prepare plans to manage renewable resources. | —0 | —0 |
Prepare technical and research reports such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public. | —0 | —0 |
Promote use of environmental management systems (EMS) to reduce waste or to improve environmentally sound use of natural resources. | —0 | —0 |
Redesign linear, or open loop, systems into cyclical, or closed loop, systems so that waste products become inputs for new processes, modeling natural ecosystems. | —0 | —0 |
Research environmental effects of land and water used to determine methods of improving environmental conditions or increasing outputs such as crop yields. | —0 | —0 |
Review research literature to maintain knowledge on topics related to industrial ecology, such as physical science, technology, economy, and public policy. | —0 | —0 |
Translate the theories of industrial ecology into eco-industrial practices. | —0 | —0 |
Investigate the adaptability of various animal and plant species to changed environmental conditions. | —0 | —0 |
Develop or test protocols to monitor ecosystem components and ecological processes. | —0 | —0 |
Conduct scientific protection, mitigation, or restoration projects to prevent resource damage, maintain the integrity of critical habitats, and minimize the impact of human activities. | —0 | —0 |
Conduct applied research on the effects of industrial processes on the protection, restoration, inventory, monitoring, or reintroduction of species to the natural environment. | —0 | —0 |
Conduct analyses to determine the maximum amount of work that can be accomplished for a given amount of energy in a system, such as industrial production systems and waste treatment systems. | —0 | —0 |
Evaluate the effectiveness of industrial ecology programs using statistical analysis and applications. | —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 (O*NET 27.2) | 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 |
Identify or develop strategies or methods to minimize the environmental impact of industrial production processes.O*NET Task ID 16888 | 0.5 |
Investigate the impact of changed land management or land use practices on ecosystems.O*NET Task ID 16889 | 0.5 |
Develop or test protocols to monitor ecosystem components and ecological processes.O*NET Task ID 16890 | 0.5 |
Conduct scientific protection, mitigation, or restoration projects to prevent resource damage, maintain the integrity of critical habitats, and minimize the impact of human activities.O*NET Task ID 16892 | 0.5 |
Carry out environmental assessments in accordance with applicable standards, regulations, or laws.O*NET Task ID 16893 | 0.5 |
Build and maintain databases of information about energy alternatives, pollutants, natural environments, industrial processes, and other information related to ecological change.O*NET Task ID 16894 | 0.5 |
Forecast future status or condition of ecosystems, based on changing industrial practices or environmental conditions.O*NET Task ID 16895 | 0.5 |
Conduct applied research on the effects of industrial processes on the protection, restoration, inventory, monitoring, or reintroduction of species to the natural environment.O*NET Task ID 16896 | 0.5 |
Recommend methods to protect the environment or minimize environmental damage from industrial production practices.O*NET Task ID 19963 | 0.5 |
Develop alternative energy investment scenarios to compare economic and environmental costs and benefits.O*NET Task ID 19964 | 0.5 |
Analyze changes designed to improve the environmental performance of complex systems and avoid unintended negative consequences.O*NET Task ID 19965 | 0.5 |
Apply new or existing research about natural ecosystems to understand economic and industrial systems in the context of the environment.O*NET Task ID 19966 | 0.5 |
Conduct analyses to determine the maximum amount of work that can be accomplished for a given amount of energy in a system, such as industrial production systems and waste treatment systems.O*NET Task ID 19967 | 0.5 |
Conduct environmental sustainability assessments, using material flow analysis (MFA) or substance flow analysis (SFA) techniques.O*NET Task ID 19968 | 0.5 |
Evaluate the effectiveness of industrial ecology programs, using statistical analysis and applications.O*NET Task ID 19969 | 0.5 |
Examine local, regional, or global use and flow of materials or energy in industrial production processes.O*NET Task ID 19970 | 0.5 |
Examine societal issues and their relationship with both technical systems and the environment.O*NET Task ID 19971 | 0.5 |
Identify environmental impacts caused by products, systems, or projects.O*NET Task ID 19972 | 0.5 |
Identify or compare the component parts or relationships between the parts of industrial, social, and natural systems.O*NET Task ID 19973 | 0.5 |
Identify sustainable alternatives to industrial or waste-management practices.O*NET Task ID 19974 | 0.5 |
Perform analyses to determine how human behavior can affect, and be affected by, changes in the environment.O*NET Task ID 19975 | 0.5 |
Perform environmentally extended input-output (EE I-O) analyses.O*NET Task ID 19976 | 0.5 |
Prepare plans to manage renewable resources.O*NET Task ID 19977 | 0.5 |
Promote use of environmental management systems (EMS) to reduce waste or to improve environmentally sound use of natural resources.O*NET Task ID 19979 | 0.5 |
Redesign linear, or open-loop, systems into cyclical, or closed-loop, systems so that waste products become inputs for new processes, modeling natural ecosystems.O*NET Task ID 19980 | 0.5 |
Research environmental effects of land and water use to determine methods of improving environmental conditions or increasing outputs, such as crop yields.O*NET Task ID 19981 | 0.5 |
Review research literature to maintain knowledge on topics related to industrial ecology, such as physical science, technology, economy, and public policy.O*NET Task ID 19982 | 0.5 |
Translate the theories of industrial ecology into eco-industrial practices.O*NET Task ID 19983 | 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
Todas las tareas de O*NET 31.0 (38)
Todas las tareas de O*NET 31.0 de esta ocupación (en inglés, tal como se publicaron; tipo de tarea principal o complementaria). Los valores de exposición no figuran en esta lista; están en la tabla de arriba, junto a cada tarea con la redacción de la versión de O*NET que usó cada fuente.
| Tarea (O*NET 31.0) | Tipo |
|---|---|
| Review industrial practices, such as the methods and materials used in construction or production, to identify potential liabilities and environmental hazards. | Principal |
| Research sources of pollution to determine environmental impact or to develop methods of pollution abatement or control. | Principal |
| Plan or conduct studies of the ecological implications of historic or projected changes in industrial processes or development. | Principal |
| Plan or conduct field research on topics such as industrial production, industrial ecology, population ecology, and environmental production or sustainability. | Principal |
| Monitor the environmental impact of development activities, pollution, or land degradation. | Principal |
| Identify or develop strategies or methods to minimize the environmental impact of industrial production processes. | Principal |
| Investigate the impact of changed land management or land use practices on ecosystems. | Principal |
| Create complex and dynamic mathematical models of population, community, or ecological systems. | Principal |
| Carry out environmental assessments in accordance with applicable standards, regulations, or laws. | Principal |
| Build and maintain databases of information about energy alternatives, pollutants, natural environments, industrial processes, and other information related to ecological change. | Principal |
| Forecast future status or condition of ecosystems, based on changing industrial practices or environmental conditions. | Principal |
| Recommend methods to protect the environment or minimize environmental damage from industrial production practices. | Principal |
| Develop alternative energy investment scenarios to compare economic and environmental costs and benefits. | Principal |
| Analyze changes designed to improve the environmental performance of complex systems and avoid unintended negative consequences. | Principal |
| Apply new or existing research about natural ecosystems to understand economic and industrial systems in the context of the environment. | Principal |
| Conduct environmental sustainability assessments, using material flow analysis (MFA) or substance flow analysis (SFA) techniques. | Principal |
| Evaluate the effectiveness of industrial ecology programs, using statistical analysis and applications. | Principal |
| Examine local, regional, or global use and flow of materials or energy in industrial production processes. | Principal |
| Examine societal issues and their relationship with both technical systems and the environment. | Principal |
| Identify environmental impacts caused by products, systems, or projects. | Principal |
| Identify or compare the component parts or relationships between the parts of industrial, social, and natural systems. | Principal |
| Identify sustainable alternatives to industrial or waste-management practices. | Principal |
| Perform analyses to determine how human behavior can affect, and be affected by, changes in the environment. | Principal |
| Perform environmentally extended input-output (EE I-O) analyses. | Principal |
| Prepare plans to manage renewable resources. | Principal |
| Prepare technical and research reports, such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public. | Principal |
| Promote use of environmental management systems (EMS) to reduce waste or to improve environmentally sound use of natural resources. | Principal |
| Redesign linear, or open-loop, systems into cyclical, or closed-loop, systems so that waste products become inputs for new processes, modeling natural ecosystems. | Principal |
| Review research literature to maintain knowledge on topics related to industrial ecology, such as physical science, technology, economy, and public policy. | Principal |
| Translate the theories of industrial ecology into eco-industrial practices. | Principal |
| Investigate accidents affecting the environment to assess ecological impact. | Complementaria |
| Investigate the adaptability of various animal and plant species to changed environmental conditions. | Complementaria |
| Provide industrial managers with technical materials on environmental issues, regulatory guidelines, or compliance actions. | Complementaria |
| Develop or test protocols to monitor ecosystem components and ecological processes. | Complementaria |
| Conduct scientific protection, mitigation, or restoration projects to prevent resource damage, maintain the integrity of critical habitats, and minimize the impact of human activities. | Complementaria |
| Conduct applied research on the effects of industrial processes on the protection, restoration, inventory, monitoring, or reintroduction of species to the natural environment. | Complementaria |
| Conduct analyses to determine the maximum amount of work that can be accomplished for a given amount of energy in a system, such as industrial production systems and waste treatment systems. | Complementaria |
| Research environmental effects of land and water use to determine methods of improving environmental conditions or increasing outputs, such as crop yields. | Complementaria |
0,00/ 3· Índice de exposición a robots
Escala, base y fuente
Cada tarea física se califica de 0 a 3 según el entorno en el que robots ya implantados, vendidos o demostrados podrían realizarla (0 ninguno · 1 entornos diseñados para robots, como una celda de máquinas vallada o una línea de embotellado · 2 instalaciones estructuradas, como una farmacia hospitalaria o un puerto de contenedores · 3 entornos no estructurados, como un hogar particular o una obra de construcción), y las calificaciones se promedian según la proporción del tiempo de trabajo
Tareas físicas entre las tareas O*NET 29.3 de esta ocupación
Anthropic estimó las calificaciones y las proporciones de tiempo con Claude Opus 5 mediante búsqueda web (situación en 2026).
El índice de exposición a robots es una medida distinta de las cifras de exposición a la IA de este sitio y no puede sumarse a ellas ni compararse con ellas. No mide la adopción real ni el coste, y el 0 también incluye ocupaciones sin tareas físicas.
Calificación de cada tarea física
Niveles de entorno robótico (E0–E3)
E0 ningunoDetalles
Calificada como no realizable por robots que se han implantado, vendido o demostrado, ni siquiera en un entorno diseñado para robots
E1 entornos diseñados para robotsDetalles
Calificada como realizable en un entorno construido en torno a la máquina, como una celda de máquinas vallada o una línea de embotellado
E2 instalaciones estructuradasDetalles
Calificada como realizable en una instalación de trabajo de personas que una institución mantiene según un estándar de trabajo, como una farmacia hospitalaria o un puerto de contenedores
E3 entornos no estructuradosDetalles
Calificada como realizable en un entorno que ninguna institución mantiene según un estándar de trabajo, como un hogar particular o una obra de construcción
Solo se enumeran las tareas clasificadas como físicas; las demás tareas no tienen nivel en la fuente.
| Tarea (O*NET 29.3) | Nivel de entorno robótico |
|---|---|
| Plan or conduct field research on topics such as industrial production, industrial ecology, population ecology, and environmental production or sustainability. | E0 ninguno |
Información ocupacional
Perspectivas de empleo (BLS)
Valores de todo el grupo SOC 19-2041 (Environmental scientists and specialists, including health), no solo de esta ocupación O*NET.
- Empleo, 2025
- 93K
- Empleo proyectado, 2035
- 99K
- Variación (2025–35)
- +6,1%
- Salario anual mediano, 2025
- $82.220
- Formación habitual para acceder
- Bachelor's degree
Vínculos con la clasificación coreana (KSCO)
Vínculos de la versión vigente de Korea Occupation Direct Crosswalk v1.1, elaborado por AI Changing Work. Los valores de relación se leen desde la ocupación O*NET-SOC.
| Código KSCO | Nombre KSCO | Relación | Estado |
|---|---|---|---|
| 23719 | 그 외 환경공학 기술자 및 연구원 | Relacionada, no equivalente | confirmado |
Definiciones de relación y estado(kr-direct v1.1)
Descripción ocupacional de la OIT
AI Changing Work vincula a esta ocupación los grupos primarios de la ISCO-08 que figuran abajo aplicando, tal como se publicaron, las tablas de correspondencia de la Oficina de Estadísticas Laborales de EE. UU. (BLS) (SOC 2018 a SOC 2010, SOC 2010 a ISCO-08), sin selección caso por caso; cada vínculo puede ser total o parcial.
- ISCO-08 2133Environmental Protection Professionals
Profesionales de la protección medioambiental
La definición, las tareas y los ejemplos que siguen son la descripción que hace la OIT de ese grupo primario, no de esta ocupación.
Environmental protection professionals study and assess the effects on the environment of human activity such as air, water and noise pollution, soil contamination, climate change, toxic waste and depletion and degradation of natural resources. They develop plans and solutions to protect, conserve, restore, minimize and prevent further damage to the environment.
Tareas
- (a) conducting research, performing tests, collecting samples, performing field and laboratory analysis to identify sources of environmental problems and recommending ways to prevent, control and remediate the impact of environmental problems;
- (b) assessing the likely impact that potential or proposed activities, projects and developments may have on the environment, and recommending whether such developments should proceed;
- (c) developing and coordinating the implementation of environmental management systems to enable organizations to identify, monitor and control the impact of their activities, products and services on the environment;
- (d) conducting audits to evaluate environmental impact of existing activities, processes, wastes, noises and substances;
- (e) assessing an organization's compliance with government and internal environmental regulations and guidelines, identifying violations and determining appropriate remedial action;
- (f) providing technical advice and support services to organizations on how best to deal with environmental problems in order to reduce environmental damage and minimize financial loss;
- (g) developing conservation plans.
Ocupaciones de ejemplo
Air pollution analyst · Conservation officer · Conservation scientist · Ecologist · Environmental adviser · Environmental auditor · Environmental consultant · Environmental research scientist · Environmental scientist · Park ranger · Water quality analyst
Sources: ILO ISCO-08 — details: Credits
Vocabulario ocupacional ESCO
Cada entrada de abajo está emparejada con esta ocupación en el ESCO-O*NET Crosswalk publicado (versión 1, 2022). Los tipos de correspondencia son los de esa tabla; la redacción es de AI Changing Work.
- ecólogo/ecólogaESCO 2133.5Esta ocupación es más estrecha
Los ecólogos llevan a cabo evaluaciones sobre la salud y la distribución de organismos —a saber, personas, plantas y animales—, así como sobre la relación entre los organismos y su entorno. Suelen contar con un ámbito de especialización —p. ej., agua dulce, fauna y flora marinas y terrestres— sobre el que investigan y cuyas tareas relacionadas llevan a cabo.
- científico medioambiental/científica medioambientalESCO 2133.7Se solapan, no son iguales
Los científicos medioambientales detectan problemas y encuentran soluciones para reducir al mínimo los peligros para el medio ambiente mediante el análisis de muestras de aire, agua o suelo. Asesoran sobre o desarrollan políticas medioambientales y tienen como objetivo mejorar la conservación de las reservas de agua y la mejora de la gestión de los vertederos. Llevan a cabo evaluaciones de riesgos para el medioambiente y analizan las repercusiones para este de nuevas soluciones, obras de construcción o alteraciones medioambientales, además de asegurarse del cumplimiento de los reglamentos de protección del medio ambiente.
- experto en medio ambiente/experta en medio ambienteESCO 2143.2Se solapan, no son iguales
Los expertos en medio ambiente buscan soluciones tecnológicas para abordar los problemas medioambientales. Detectan y analizan problemas medioambientales y desarrollan nuevos procesos de producción de carácter tecnológico para contrarrestar estas cuestiones. Investigan el efecto de sus innovaciones tecnológicas y presentan sus conclusiones en informes científicos.
- ingeniero medioambiental/ingeniera medioambientalESCO 2143.1Se solapan, no son iguales
Los ingenieros medioambientales incorporan medidas medioambientales y sostenibles al desarrollo de proyectos de varios tipos. Pretenden preservar los recursos naturales y los parajes naturales. Trabajan conjuntamente con ingenieros de otros campos para explorar todas las implicaciones que los proyectos podrían tener con el objetivo de diseñar formas de conservación de las reservas naturales, prevenir la contaminación y movilizar medidas sanitarias.
Fuente: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
Licencia: CC BY 4.0 (EU Reuse Notice)
ESCO reuse terms and the modification notice are in Credits.
Vínculos con la clasificación francesa (ROME)
Vínculos entre esta ocupación y fichas ROME 4.0, establecidos por AI Changing Work con modelos de IA. Las relaciones se leen desde el lado de esta ocupación. Los vínculos marcados como «provisional» se adoptaron basándose únicamente en los juicios de dos evaluadores de la misma familia de modelos (Claude), o mediante una regla del operador aplicada a esos juicios, por lo que se sustentan en evidencia más débil que los vínculos confirmados.
| Código ROME | Denominación ROME (francés) | Relación |
|---|---|---|
| A1313 | Chargé / Chargée de mission environnement | Relacionada, no equivalente |
| H1206 | Ingénieur / Ingénieure R&D en industrie | Relacionada, no equivalente |
| H1239 | Technicien / Technicienne bureau d'études écoconception | Relacionada, no equivalente |
| M1896 | Analyste cycle de vie dans les télécoms | Relacionada, no equivalente |
Source: France Travail — Répertoire Opérationnel des Métiers et des Emplois (ROME 4.0), version 61, last updated 15 June 2026 (https://www.data.gouv.fr/datasets/repertoire-operationnel-des-metiers-et-des-emplois-rome). Licence Ouverte 2.0.
ROME codes and titles are reproduced unchanged; the links to O*NET-SOC occupations are AI Changing Work's own judgment and are not a France Travail correspondence.
(AI Changing Work link release: fr-direct v1)
Vínculos con la clasificación española (CNO-11)
Vínculos entre esta ocupación y ocupaciones CNO-11, establecidos por AI Changing Work con modelos de IA. Las relaciones se leen desde el lado de esta ocupación.
| Código CNO-11 | Denominación CNO-11 (español) | Relación |
|---|---|---|
| 2426 | Profesionales de la protección ambiental | Esta ocupación es más estrechaprovisional |
| 2437 | Ingenieros ambientales | Relacionada, no equivalenteprovisional |
Source: Instituto Nacional de Estadística (INE), National Classification of Occupations 2011 (CNO-11, Royal Decree 1591/2010) — www.ine.es · Licensed CC BY 4.0. CNO-11 codes and Spanish titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not an INE correspondence.
(AI Changing Work link release: es-direct v1)
Vínculos con la clasificación alemana (KldB)
Vínculos entre esta ocupación y ocupaciones KldB, establecidos por AI Changing Work con modelos de IA. Las relaciones se leen desde el lado de esta ocupación.
| Código KldB | Denominación KldB (alemán) | Relación |
|---|---|---|
| 42314 | Berufe in der Umweltschutzverwaltung und -beratung - hoch komplexe Tätigkeiten | Esta ocupación es más estrecha |
| 42204 | Berufe in der Umweltschutztechnik (ohne Spezialisierung) - hoch komplexe Tätigkeiten | Relacionada, no equivalente |
Source: © Statistik der Bundesagentur für Arbeit — Klassifikation der Berufe 2010 – überarbeitete Fassung 2020, https://statistik.arbeitsagentur.de. KldB codes and titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own mapping (eigene Zuordnung) and are not a Bundesagentur für Arbeit correspondence.
(AI Changing Work link release: de-direct v1)
Vínculos con la clasificación japonesa (JSCO)
Vínculos entre esta ocupación y ocupaciones JSCO, establecidos por AI Changing Work con modelos de IA. Las relaciones se leen desde el lado de esta ocupación.
| Código JSCO | Denominación JSCO (japonés) | Relación |
|---|---|---|
| 051 | 自然科学系研究者 | Esta ocupación es más estrechaprovisional |
| 119 | その他の技術者 | Relacionada, no equivalenteprovisional |
Source: Ministry of Internal Affairs and Communications (MIC), Japan Standard Occupational Classification (Dec. 2009, MIC Notification No. 555). JSCO codes and Japanese titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not a MIC correspondence.
(AI Changing Work link release: jp-direct v1)
Fuentes de datos y licencias de esta página, y avisos de modificación y traducción de AI Changing Work: Créditos y fuentes