Hydrologues

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
0.075
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 %
Prepare written and oral reports describing research results, using illustrations, maps, appendices, and other information. 19-2043	0.110974.5
Compile and evaluate hydrologic information to prepare navigational charts and maps and to predict atmospheric conditions. 19-2043	0.014910.0
Review applications for site plans and permits and recommend approval, denial, modification, or further investigative action. 19-2043	0.00976.5
Study public water supply issues, including flood and drought risks, water quality, wastewater, and impacts on wetland habitats. 19-2043	0.00604.0
Study and document quantities, distribution, disposition, and development of underground and surface waters. 19-2043	0.00553.7
Conduct short-term and long-term climate assessments and study storm occurrences. 19-2043	0.00201.3
Not observed on any surface — 19 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.
Coordinate and supervise the work of professional and technical staff, including research assistants, technologists, and technicians.	—0
Prepare hydrogeologic evaluations of known or suspected hazardous waste sites and land treatment and feedlot facilities.	—0
Design and conduct scientific hydrogeological investigations to ensure that accurate and appropriate information is available for use in water resource management decisions.	—0
Collect and analyze water samples as part of field investigations or to validate data from automatic monitors.	—0
Apply research findings to help minimize the environmental impacts of pollution, waterborne diseases, erosion, and sedimentation.	—0
Measure and graph phenomena such as lake levels, stream flows, and changes in water volumes.	—0
Investigate complaints or conflicts related to the alteration of public waters, gathering information, recommending alternatives, informing participants of progress, and preparing draft orders.	—0
Answer questions and provide technical assistance and information to contractors or the public regarding issues such as well drilling, code requirements, hydrology, and geology.	—0
Develop or modify methods of conducting hydrologic studies.	—0
Install, maintain, and calibrate instruments, such as those that monitor water levels, rainfall, and sediments.	—0
Evaluate data and provide recommendations regarding the feasibility of municipal projects, such as hydroelectric power plants, irrigation systems, flood warning systems, and waste treatment facilities.	—0
Study and analyze the physical aspects of the earth in terms of the hydrological components, including atmosphere, hydrosphere, and interior structure.	—0
Conduct research and communicate information to promote the conservation and preservation of water resources.	—0
Design civil works associated with hydrographic activities and supervise their construction, installation, and maintenance.	—0
Evaluate research data in terms of its impact on issues such as soil and water conservation, flood control planning, and water supply forecasting.	—0
Monitor the work of well contractors, exploratory borers, and engineers and enforce rules regarding their activities.	—0
Administer programs designed to ensure the proper sealing of abandoned wells.	—0
Develop computer models for hydrologic predictions.	—0
Investigate properties, origins, and activities of glaciers, ice, snow, and permafrost.	—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
Develop or modify methods for conducting hydrologic studies. O*NET Task ID 9111	1.0
Develop computer models for hydrologic predictions. O*NET Task ID 18617	1.0
Prepare written and oral reports describing research results, using illustrations, maps, appendices, and other information. O*NET Task ID 18618	1.0
Study and document quantities, distribution, disposition, and development of underground and surface waters. O*NET Task ID 9100	0.5
Coordinate and supervise the work of professional and technical staff, including research assistants, technologists, and technicians. O*NET Task ID 9102	0.5
Prepare hydrogeologic evaluations of known or suspected hazardous waste sites and land treatment and feedlot facilities. O*NET Task ID 9103	0.5
Design and conduct scientific hydrogeological investigations to ensure that accurate and appropriate information is available for use in water resource management decisions. O*NET Task ID 9104	0.5
Study public water supply issues, including flood and drought risks, water quality, wastewater, and impacts on wetland habitats. O*NET Task ID 9105	0.5
Collect and analyze water samples as part of field investigations or to validate data from automatic monitors. O*NET Task ID 9106	0.5
Apply research findings to help minimize the environmental impacts of pollution, waterborne diseases, erosion, and sedimentation. O*NET Task ID 9107	0.5
Measure and graph phenomena such as lake levels, stream flows, and changes in water volumes. O*NET Task ID 9108	0.5
Investigate complaints or conflicts related to the alteration of public waters, gathering information, recommending alternatives, informing participants of progress, and preparing draft orders. O*NET Task ID 9109	0.5
Answer questions and provide technical assistance and information to contractors or the public regarding issues such as well drilling, code requirements, hydrology, and geology. O*NET Task ID 9110	0.5
Evaluate data and provide recommendations regarding the feasibility of municipal projects, such as hydroelectric power plants, irrigation systems, flood warning systems, and waste treatment facilities. O*NET Task ID 9113	0.5
Conduct short- and long-term climate assessments and study storm occurrences. O*NET Task ID 9114	0.5
Study and analyze the physical aspects of the earth in terms of hydrological components, including atmosphere, hydrosphere, and interior structure. O*NET Task ID 9115	0.5
Conduct research and communicate information to promote the conservation and preservation of water resources. O*NET Task ID 9116	0.5
Design civil works associated with hydrographic activities and supervise their construction, installation, and maintenance. O*NET Task ID 9117	0.5
Review applications for site plans and permits and recommend approval, denial, modification, or further investigative action. O*NET Task ID 9118	0.5
Evaluate research data in terms of its impact on issues such as soil and water conservation, flood control planning, and water supply forecasting. O*NET Task ID 9119	0.5
Compile and evaluate hydrologic information to prepare navigational charts and maps and to predict atmospheric conditions. O*NET Task ID 9122	0.5
Investigate properties, origins, and activities of glaciers, ice, snow, and permafrost. O*NET Task ID 9123	0.5
Afficher 12 tâches de plus ▾Réduire ▴
Install, maintain, and calibrate instruments such as those that monitor water levels, rainfall, and sediments. O*NET Task ID 9112	0.0
Monitor the work of well contractors, exploratory borers, and engineers and enforce rules regarding their activities. O*NET Task ID 9120	0.0
Administer programs designed to ensure the proper sealing of abandoned wells. O*NET Task ID 9121	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.