Geofisicos

Ciencias de la Vida, Físicas y Sociales

Exposición a la IA

Fuente de datos: BLSPublicado: 2026-08
Alto· relativa
BajoCuatro bandas relativasMuy alto
Valor 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
Conjunto de datos de origen (descarga XLSX)
Fuente de datos: AnthropicPublicado: 2026-03
0.043
0.000Rango de los valores aquí recogidos0.745
Escala, base y fuente
Índice de exposición observada, 0–1 tal como se publica
Mapeado sobre tareas de O*NET
Conjunto de datos de origen
Fuente de datos: ILOPublicado: 2025
0.36
0.09Rango de los valores aquí recogidos0.70
Valor 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 60% alcanza o supera este valor.
Conjunto de datos de origen

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 %
Locate and review research articles or environmental, historical, or technical reports. 19-2042	0.051891.9	0.030795.1
Advise construction firms or government agencies on dam or road construction, foundation design, land use, or resource management. 19-2042	0.00295.1	—0
Communicate geological findings by writing research papers, participating in conferences, or teaching geological science at universities. 19-2042	0.00172.9	—0
Develop applied software for the analysis and interpretation of geological data.	—0	0.00164.9
Not observed on any surface — 27 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.
Analyze and interpret geological, geochemical, or geophysical information from sources such as survey data, well logs, bore holes, or aerial photos.	—0	—0
Plan or conduct geological, geochemical, or geophysical field studies or surveys, sample collection, or drilling and testing programs used to collect data for research or application.	—0	—0
Investigate the composition, structure, or history of the Earth's crust through the collection, examination, measurement, or classification of soils, minerals, rocks, or fossil remains.	—0	—0
Prepare geological maps, cross-sectional diagrams, charts, or reports concerning mineral extraction, land use, or resource management, using results of fieldwork or laboratory research.	—0	—0
Locate and estimate probable natural gas, oil, or mineral ore deposits or underground water resources, using aerial photographs, charts, or research or survey results.	—0	—0
Assess ground or surface water movement to provide advice regarding issues such as waste management, route and site selection, or the restoration of contaminated sites.	—0	—0
Conduct geological or geophysical studies to provide information for use in regional development, site selection, or development of public works projects.	—0	—0
Measure characteristics of the Earth, such as gravity or magnetic fields, using equipment such as seismographs, gravimeters, torsion balances, or magnetometers.	—0	—0
Analyze and interpret geological data, using computer software.	—0	—0
Identify risks for natural disasters, such as mudslides, earthquakes, or volcanic eruptions.	—0	—0
Test industrial diamonds or abrasives, soil, or rocks to determine their geological characteristics, using optical, x-ray, heat, acid, or precision instruments.	—0	—0
Design geological mine maps, monitor mine structural integrity, or advise and monitor mining crews.	—0	—0
Collaborate with medical or health researchers to address health problems related to geological materials or processes.	—0	—0
Determine methods to incorporate geo-methane or methane hydrates into global energy production or evaluate the potential environmental impacts of such incorporation.	—0	—0
Determine ways to mitigate the negative consequences of mineral dust dispersion.	—0	—0
Develop strategies for more environmentally friendly resource extraction and reclamation.	—0	—0
Develop ways to capture or use gases that are currently burned off as waste during oil production processes.	—0	—0
Identify new sources for Platinum Group Elements necessary for industrial uses, such as automotive fuel cells or pollution abatement systems.	—0	—0
Identify possible sites for carbon sequestration projects.	—0	—0
Locate potential sources of geothermal energy.	—0	—0
Provide advice on the safe siting of new nuclear reactor projects or methods of nuclear waste management.	—0	—0
Research geomechanical or geochemical processes to be used in carbon sequestration projects.	—0	—0
Research ways to reduce the ecological footprint of increasingly prevalent megacities.	—0	—0
Review environmental cleanup work plans to determine the effectiveness of the remedial activities for mitigating soil or groundwater contamination.	—0	—0
Study historical climate change indicators found in locations such as ice sheets or rock formations to develop models related to current climate changes.	—0	—0
Inspect construction projects to analyze engineering problems, using test equipment or drilling machinery.	—0	—0
Identify deposits of construction materials suitable for use as concrete aggregates, road fill, or in other 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	βE1 + 0.5 × E2
Communicate geological findings by writing research papers, participating in conferences, or teaching geological science at universities. O*NET Task ID 3712	1.0
Develop applied software for the analysis and interpretation of geological data. O*NET Task ID 3716	1.0
Review environmental, historical, or technical reports and publications for accuracy. O*NET Task ID 21176	1.0
Analyze and interpret geological, geochemical, or geophysical information from sources, such as survey data, well logs, bore holes, or aerial photos. O*NET Task ID 3702	0.5
Prepare geological maps, cross-sectional diagrams, charts, or reports concerning mineral extraction, land use, or resource management, using results of fieldwork or laboratory research. O*NET Task ID 3705	0.5
Locate and estimate probable natural gas, oil, or mineral ore deposits or underground water resources, using aerial photographs, charts, or research or survey results. O*NET Task ID 3706	0.5
Assess ground or surface water movement to provide advice on issues, such as waste management, route and site selection, or the restoration of contaminated sites. O*NET Task ID 3707	0.5
Conduct geological or geophysical studies to provide information for use in regional development, site selection, or development of public works projects. O*NET Task ID 3709	0.5
Advise construction firms or government agencies on dam or road construction, foundation design, land use, or resource management. O*NET Task ID 3711	0.5
Analyze and interpret geological data, using computer software. O*NET Task ID 15224	0.5
Design geological mine maps, monitor mine structural integrity, or advise and monitor mining crews. O*NET Task ID 15226	0.5
Collaborate with medical or health researchers to address health problems related to geological materials or processes. O*NET Task ID 19760	0.5
Determine methods to incorporate geomethane or methane hydrates into global energy production or evaluate the potential environmental impacts of such incorporation. O*NET Task ID 19761	0.5
Determine ways to mitigate the negative consequences of mineral dust dispersion. O*NET Task ID 19762	0.5
Develop strategies for more environmentally friendly resource extraction and reclamation. O*NET Task ID 19763	0.5
Develop ways to capture or use gases burned off as waste during oil production processes. O*NET Task ID 19764	0.5
Identify new sources of platinum group elements for industrial applications, such as automotive fuel cells or pollution abatement systems. O*NET Task ID 19765	0.5
Identify possible sites for carbon sequestration projects. O*NET Task ID 19766	0.5
Locate potential sources of geothermal energy. O*NET Task ID 19767	0.5
Provide advice on the safe siting of new nuclear reactor projects or methods of nuclear waste management. O*NET Task ID 19768	0.5
Research geomechanical or geochemical processes to be used in carbon sequestration projects. O*NET Task ID 19769	0.5
Research ways to reduce the ecological footprint of increasingly prevalent megacities. O*NET Task ID 19770	0.5
Review work plans to determine the effectiveness of activities for mitigating soil or groundwater contamination. O*NET Task ID 19771	0.5
Study historical climate change indicators found in locations, such as ice sheets or rock formations to develop climate change models. O*NET Task ID 19772	0.5
Locate and review research articles or environmental, historical, or technical reports. O*NET Task ID 20390	0.5
Identify risks for natural disasters, such as mudslides, earthquakes, or volcanic eruptions. O*NET Task ID 20391	0.5
Identify deposits of construction materials suitable for use as concrete aggregates, road fill, or other applications. O*NET Task ID 20393	0.5
Ver 17 tareas más ▾Ver menos ▴
Plan or conduct geological, geochemical, or geophysical field studies or surveys, sample collection, or drilling and testing programs used to collect data for research or application. O*NET Task ID 3703	0.0
Investigate the composition, structure, or history of the Earth's crust through the collection, examination, measurement, or classification of soils, minerals, rocks, or fossil remains. O*NET Task ID 3704	0.0
Measure characteristics of the Earth, such as gravity or magnetic fields, using equipment such as seismographs, gravimeters, torsion balances, or magnetometers. O*NET Task ID 3713	0.0
Test industrial diamonds or abrasives, soil, or rocks to determine their geological characteristics, using optical, x-ray, heat, acid, or precision instruments. O*NET Task ID 3714	0.0
Inspect construction projects to analyze engineering problems, using test equipment or drilling machinery. O*NET Task ID 20392	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

Información ocupacional

ILO

Descripción ocupacional de la OIT

Geologists and geophysicists

Geólogos y geofísicos

Ver original

Geologists and geophysicists conduct research; improve or develop concepts, theories and operational methods, or apply scientific knowledge relating to geology and geophysics in such fields as oil, gas and mineral exploration and extraction, water conservation, civil engineering, telecommunications and navigation, and assessment and mitigation of the effects of development and waste disposal projects on the environment.

Tareas

(a) conducting research and improving or developing concepts, theories and operational methods related to geology and geophysics;
(b) studying composition and structure of the Earth's crust, examining rocks, minerals, fossils and other materials to determine processes affecting the development of the Earth, trace evolution of past life, establish nature and chronology of geological formations and assess their commercial applications;
(c) interpreting research data and preparing geological reports, maps, charts and diagrams, reports and papers;
(d) applying geological knowledge to problems encountered in civil engineering projects such as the construction of dams, bridges, tunnels, and large buildings; and land reclamation projects;
(e) using various remote sensing programmes to investigate and measure seismic, gravitational, electrical, thermal, and magnetic forces affecting the Earth;
(f) estimating weight, size and mass of the Earth and composition and structure of its interior, and studying the nature, activity and predictability of volcanoes, glaciers and earthquakes;
(g) charting the Earth's magnetic field and applying this and other collected data for broadcasting, navigation and other purposes;
(h) studying and measuring physical properties of seas and the atmosphere and their inter-relationship, such as the exchange of thermal energy;
(i) locating and determining the nature and extent of oil, gas and mineral deposits using seismological, gravimetric, magnetic, electrical or radiometric methods;
(j) identifying deposits of construction materials and determining their characteristics and suitability for use as concrete aggregates, road fill or for other applications;
(k) researching the movement, distribution and physical properties of ground and surface waters;
(l) advising in areas such as waste management, route and site selection and the restoration of contaminated sites.

Ocupaciones de ejemplo

Geological oceanographer · Geologist · Geophysical oceanographer · Geophysicist · Geoscientist

ISCO-08 2114

Sources: ILO ISCO-08 — details: Credits

Vocabulario ocupacional ESCO

geólogo de minas/geóloga de minasESCO 2114.1.6
Los geólogos de minas ubican, identifican, cuantifican y clasifican los recursos minerales, así como sus características geológicas y su estructura. Proporcionan asesoramiento a los directores e ingenieros de minas en las operaciones de minerales existentes y futuras.
oceanógrafo/oceanógrafaESCO 2114.1.8
Los oceanógrafos se dedican al estudio y la investigación sobre cuestiones relacionadas con el mar y los océanos. Los oceanógrafos dividen sus conocimientos en cuatro ramas principales de investigación, que son la oceanografía física —cuya investigación se centra en las olas y las mareas—, la oceanografía química —cuyo estudio aborda la constitución química de las aguas marinas—, la biología marina —que se centra en el estudio de los organismos vivos, los ecosistemas y su interacción submarina—, y la oceanografía geológica —cuya investigación se centra en el fondo de los mares y las placas marinas.
hidrólogo/hidrólogaESCO 2114.1.5
Los hidrólogos investigan y estudian la calidad, los desafíos actuales y la distribución del agua en la Tierra. Estudian el abastecimiento de agua procedente de los ríos, arroyos y manantiales para determinar un uso adecuado y sostenible de esta. Planifican y desarrollan, junto con un equipo multidisciplinario de profesionales, la forma de suministrar agua a las ciudades y zonas urbanas, al mismo tiempo que garantizan un uso eficiencia de la misma así como la conservación de los recursos.
hidrogeólogo/hidrogeólogaESCO 2114.1.4
Los hidrogeólogos estudian la distribución, la calidad y el flujo de agua en el ámbito de la minería con el fin de mantener las labores mineras libres de molestias por filtraciones de agua, así como para garantizar un suministro adecuado de agua de proceso. Facilitan y evalúan información que contribuye a proteger el suelo y las aguas superficiales contra la contaminación.
paleontólogo/paleontólogaESCO 2114.1.9
Los paleontólogos investigan y analizan las formas de vida que existían en eras pasadas del planeta Tierra. Se dedican a definir la senda evolutiva y la interacción con diferentes áreas geológicas de todo tipo de antiguos organismos y especies vegetales, polen y esporas, animales invertebrados y vertebrados, seres humanos, y huellas como pisadas, así como la ecología y el clima.
mineralogistaESCO 2114.3
Los mineralogistas estudian la composición, la estructura y otros aspectos físicos de la tierra. Analizan diversos minerales y utilizan equipos científicos para determinar su estructura y propiedades. Su trabajo se centra principalmente en la clasificación y la identificación de minerales mediante la toma de muestras y la realización de nuevos ensayos, análisis y exámenes.
geólogo experto en medio ambiente/geóloga experta en medio ambienteESCO 2114.1.1
Los geólogos expertos en medio ambiente estudian el modo en que las operaciones minerales pueden afectar a la composición y las características físicas de la Tierra y sus recursos. Proporcionan asesoramiento sobre cuestiones como la recuperación de tierras y la contaminación del medio ambiente.
geofísico/geofísicaESCO 2114.2
Los geofísicos estudian las características físicas de la tierra y aplican medidas físicas a situaciones geológicas. Utilizan los principios de gravedad, sismicidad y electromagnética para determinar la estructura y composición de la tierra.
geólogo de prospección/geóloga de prospecciónESCO 2114.1.2
Los geólogos de prospección estudian y buscan depósitos minerales. Identifican, definen y obtienen la titularidad jurídica de un depósito mineral económicamente viable. Son responsables del diseño, la gestión y la ejecución del programa de prospección.
sismólogo/sismólogaESCO 2114.1.10
Los sismólogos estudian el movimiento de placas tectónicas de la Tierra que da lugar a la propagación de ondas sísmicas y a los terremotos. Estudian y observan las diversas causas de terremotos, como la actividad volcánica, los fenómenos atmosféricos o el comportamiento de los océanos. Comunican sus observaciones científicas para prevenir situaciones peligrosas en la construcción y las infraestructuras.
geólogo/geólogaESCO 2114.1
Los geólogos investigan los materiales que conforman la tierra. Sus observaciones dependen del objetivo de la investigación. En función de su especialización, estudian cómo se ha configurado la Tierra a lo largo del tiempo, sus capas geológicas, la calidad de los minerales para la minería, los terremotos y la actividad volcánica para servicios privados, así como fenómenos similares.
geoquímico/geoquímicaESCO 2114.1.3
Los geoquímicos estudian las características y los elementos químicos de los minerales, las rocas y los suelos, y cómo interactúan con los sistemas hidrológicos. Coordinan la recogida de muestras e indican el conjunto de metales objeto de análisis.

Fuente: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)

Licencia: CC BY 4.0 (EU Reuse Notice)

Ver original

ESCO reuse terms and the modification notice are in Credits.

KEIS2025

Shown in the original Korean. This dataset is published under KOGL Type 4, which prohibits derivative works including translation, so the text is reproduced unaltered.

자연과학 시험원KNOW K000000825
Job outlook: 증가(0%) 현상유지(40%) 감소(60%)
Wages (10,000 KRW): lower(25%) 3.95K average(50%) 4.75K upper(25%) 5.5K
minacross 461 KNOW occupationsmax
Job satisfaction: 70
minacross 461 KNOW occupationsmax
Details
Duties
- -표본을 수집하고 실험, 검사 및 분석용 재료와 장비를 준비한다.
- -실험, 검사 및 분석을 보조하거나 직접 수행한다.
- - 프로젝트에 필요한 재료 등의 세부 견적서를 주어진 명세서에 따라 작성하여 준비한다.
- -프로젝트에 필요한 재료 및 인력의 양과 배용의 세부 견적서를 작성한다.
- -실험용 재료와 장비를 준비하고, 실험기구 및 장비를 설치 조작하여 실험을 보조한다.
- -물질을 구성하고 있는 성분의 종류와 조성비 분석 등의 검사 및 분석업무를 보조하거나 자연과학자의 지시하에 직접 실험을 수행하기도 한다.
- -실험이 끝나면 사용한 실험기구 및 장비를 정리하고, 유지·관리한다.
- -공학적 계산을 하며, 각종 도표 및 보고서를 작성한다.
- -연구과정에서 야기되는 문제들을 확인하고, 이를 해결하기 위하여 기술적인 지식을 응용한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
수리력(96) · 품질관리분석(94) · 장비 선정(93) · 추리력(91) · 조작 및 통제(90)
Knowledge
화학(92) · 물리(81) · 영어(77) · 사무(70) · 생물(70)
Work environment
위험한 상태 노출(93) · 정확성, 정밀성 유지(92) · 반복적인 신체행동, 정신적 활동(91) · 마감시간(85) · 이메일 이용하기(85)

The KNOW occupations and KECO codes listed here were linked to this page's occupation by this site; this is not a correspondence defined by the Korea Employment Information Service or the Ministry of Employment and Labor.