Géoscientifiques

Sciences de la Vie, Physiques et Sociales

Exposition à l'IA

Source des données: BLSPublié: 2026-08
Élevée· relative
FaibleQuatre bandes relativesTrès élevée
Valeur par groupe professionnel
Échelle, base et source
Quatre bandes relatives (Faible / Modérée / Élevée / Très élevée)
831 métiers détaillés du tableau des projections d'emploi du BLS. La valeur est attribuée par code de la National Employment Matrix (NEM), si bien que les métiers partageant un code NEM reçoivent la même bande
Jeu de données source (téléchargement XLSX)
Source des données: AnthropicPublié: 2026-03
0.043
0.000Étendue des valeurs présentées ici0.745
Échelle, base et source
Indice d'exposition observée, 0–1 tel que publié
Rapporté aux tâches O*NET
Jeu de données source
Source des données: ILOPublié: 2025
0.36
0.09Étendue des valeurs présentées ici0.70
Valeur par groupe professionnel
Échelle, base et source
Indice d'exposition à l'IA générative, 0–1 tel que publié
Groupe de base CITP-08 — tous les métiers partageant le code reçoivent cette valeur
Calculé par ce site, non publié par l'OIT : sur les 1 012 professions que ce site relie au jeu de données de l'OIT, 60% atteignent ou dépassent cette valeur.
Jeu de données source

Quelle est la nature de la valeur publiée par cette source

La catégorie BLS est un rang relatif et non un niveau absolu, et ce n'est pas une mesure de première main : elle regroupe en quatre bandes les rangs centiles du métier dans plusieurs études publiées. Ce n'est ni une prévision d'emploi ou de salaire, ni une probabilité d'adoption, et elle ne distingue pas automatisation et augmentation.

Task-level exposure

Tâches exposées uniquement

Task	Claude.aiRaw / share %	APIRaw / share %
Locate and review research articles or environmental, historical, or technical reports. 19-2042	0.081489.4	0.0363100.0
Advise construction firms or government agencies on dam or road construction, foundation design, land use, or resource management. 19-2042	0.00505.5	—0
Design geological mine maps, monitor mine structural integrity, or advise and monitor mining crews. 19-2042	0.00313.4	—0
Develop applied software for the analysis and interpretation of geological data. 19-2042	0.00161.8	—0
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
Communicate geological findings by writing research papers, participating in conferences, or teaching geological science at universities.	—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
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
Afficher 17 tâches de plus ▾Réduire ▴
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

Informations professionnelles

ILO

Description professionnelle de l’OIT

Geologists and geophysicists

Géologues et géophysiciens

Voir l’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.

Tâches

(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.

Exemples de métiers

Geological oceanographer · Geologist · Geophysical oceanographer · Geophysicist · Geoscientist

ISCO-08 2114

Sources: ILO ISCO-08 — details: Credits

Vocabulaire professionnel ESCO

géologue minier/géologue minièreESCO 2114.1.6
Les géologues miniers/géologues minières localisent, identifient, quantifient et classent les ressources minérales ainsi que leurs caractéristiques et leur structure géologiques. Ils/elles fournissent des conseils aux directeurs de mine/directrices de mine et aux ingénieurs lors d’opérations minières existantes et prospectives.
océanographeESCO 2114.1.8
Les océanographes étudient et effectuent des recherches sur les questions liées à la mer et aux océans. Les océanographes répartissent leur expertise en quatre branches principales de la recherche: les océanographes physiques, dont la recherche porte sur les vagues et les marées, les océanographes chimiques dont l’étude porte sur la constitution chimique des eaux marines, les biologistes marins dont l’étude porte essentiellement sur les organismes vivants, les écosystèmes et leur interaction sous-marine, et les océanographes géologiques, dont la recherche fait référence aux fonds marins et à leurs plaques.
hydrologueESCO 2114.1.5
Les hydrologues réalisent des recherches et des études sur la qualité, les problématiques actuelles et la répartition de l’eau dans la Terre. Ils/elles étudient l’alimentation en eau provenant des rivières, des cours d’eau et des sources pour déterminer leur utilisation adéquate et durable. Avec une équipe de professionnels multidisciplinaire, ils planifient et mettent au point la manière dont l’eau peut être fournie aux villes et aux zones urbaines de manière efficace et en assurant la conservation des ressources.
hydrogéologueESCO 2114.1.4
Les hydrogéologues miniers étudient la distribution, la qualité et le débit de l’eau afin d’éviter les eaux nuisibles dans les travaux souterrains et de garantir un approvisionnement suffisant en eau à usage industriel. Ils/elles fournissent et évaluent des informations qui protégeront les eaux souterraines et de surface de toute contamination.
paléontologueESCO 2114.1.9
Les paléontologues recherchent et analysent des formes de vie qui existaient aux ères anciennes de la planète Terre. Ils/elles s’efforcent de définir l’évolution et l’interaction avec différentes zones géologiques de tous types d’organismes et de plantes, pollens et spores, d’animaux invertébrés et vertébrés, d’êtres humains, de traces telles que les empreintes, de cette époque, avec l’écologie et le climat.
minéralogisteESCO 2114.3
Les minéralogistes étudient la composition, la structure et les autres aspects physiques de la terre. Ils/elles analysent différents minéraux et utilisent des équipements scientifiques pour déterminer leur structure et leurs propriétés. Leurs travaux sont principalement axés sur la classification et l’identification des minéraux en prélevant des échantillons et en effectuant des essais, analyses et examens complémentaires.
géologue environnementalisteESCO 2114.1.1
Les géologues environnementalistes étudient la manière dont les opérations minérales peuvent avoir une incidence sur la composition et les caractéristiques physiques de la terre et de ses ressources. Ils/elles fournissent des conseils sur des questions telles que la mise en valeur des sols et la pollution environnementale.
géophysicien/géophysicienneESCO 2114.2
Les géophysiciens/géophysiciennes étudient les caractéristiques physiques de la terre et appliquent des mesures physiques aux situations géologiques. Les géophysiciens/géophysiciennes utilisent les principes de gravité, de sismicité et d’électromagnétisme pour identifier la structure et la composition de la terre.
géologue prospecteur/géologue prospectriceESCO 2114.1.2
Les géologues prospecteurs/géologues prospectrices examinent et prospectent les gisements miniers. Ils/elles identifient, définissent et obtiennent le titre juridique relatif à un gisement minier économiquement viable. Ils/elles sont responsables de la conception, de la gestion et de l’exécution du programme d’exploration.
sismologueESCO 2114.1.10
Les sismologues étudient la circulation des plaques tectoniques de la Terre qui provoquent la propagation des ondes sismiques et des tremblements de terre. Ils/elles étudient et observent les différentes sources à l’origine de tremblements de terre telles que l’activité volcanique, les phénomènes atmosphériques ou le comportement des océans. Ils/elles présentent leurs observations scientifiques afin de prévenir les dangers pour la construction et les infrastructures.
géologueESCO 2114.1
Les géologues mènent des recherches sur les matériaux qui constituent la terre. Leurs observations dépendent de la finalité de la recherche. En fonction de leur spécialisation, les géologues étudient la manière dont la Terre a été façonnée au fil du temps, ses couches géologiques, la qualité des minéraux à des fins d’exploitation minière, les tremblements de terre et l’activité volcanique pour des services privés, et les phénomènes similaires.
géochimisteESCO 2114.1.3
Les géochimistes étudient les caractéristiques et les éléments chimiques dans les minéraux, les roches et les sols, et leur interaction avec les systèmes hydrologiques. Ils/elles coordonnent la collecte des échantillons et indiquent la suite de métaux à analyser.

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

Licence: CC BY 4.0 (EU Reuse Notice)

Voir l’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.