Hidrologos
Ciencias de la Vida, Físicas y SocialesExposición a la IA
- Fuente de datos: BLSPublicado: 2026-08
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
0.075
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
0.36
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 60% 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
| Task | APIRaw / share % |
|---|---|
Answer questions and provide technical assistance and information to contractors or the public regarding issues such as well drilling, code requirements, hydrology, and geology.19-2043 | 0.00000.0 |
| Not observed on any surface — 24 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. | |
Study and document quantities, distribution, disposition, and development of underground and surface waters. | —0 |
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 |
Study public water supply issues, including flood and drought risks, water quality, wastewater, and impacts on wetland habitats. | —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 |
Develop or modify methods for 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 |
Conduct short- and long-term climate assessments and study storm occurrences. | —0 |
Study and analyze the physical aspects of the earth in terms of hydrological components, including atmosphere, hydrosphere, and interior structure. | —0 |
Conduct research and communicate information to promote the conservation and preservation of water resources. | —0 |
Review applications for site plans and permits and recommend approval, denial, modification, or further investigative action. | —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 |
Investigate properties, origins, and activities of glaciers, ice, snow, and permafrost. | —0 |
Develop computer models for hydrologic predictions. | —0 |
Prepare written and oral reports describing research results, using illustrations, maps, appendices, and other information. | —0 |
Design civil works associated with hydrographic activities and supervise their construction, installation, and maintenance. | —0 |
Compile and evaluate hydrologic information to prepare navigational charts and maps and to predict atmospheric conditions. | —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 |
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