Hidrologistas
Ciências da Vida, Físicas e SociaisExposição à IA
- Fonte dos dados: BLSPublicado: 2026-08
Alto· relativa
BaixoQuatro faixas relativasMuito altoValor por grupo ocupacional
Escala, base e fonte
Quatro faixas relativas (Baixo / Moderado / Alto / Muito alto)
831 ocupações detalhadas da tabela de projeções de emprego do BLS. O valor é atribuído por código da National Employment Matrix (NEM), pelo que as ocupações que partilham um código NEM recebem a mesma banda
- Fonte dos dados: AnthropicPublicado: 2026-03
0.075
0.000Intervalo dos valores aqui apresentados0.745Escala, base e fonte
Índice de exposição observada, 0–1 tal como publicado
Mapeado sobre tarefas O*NET
- Fonte dos dados: ILOPublicado: 2025
0.36
0.09Intervalo dos valores aqui apresentados0.70Valor por grupo ocupacional
Escala, base e fonte
Índice de exposição à IA generativa, 0–1 tal como publicado
Grupo de base CITP-08 — todas as ocupações com o mesmo código recebem este valor
Calculado por este site, não publicado pela OIT: das 1.012 ocupações que este site liga ao conjunto de dados da OIT, 60% atingem ou superam este valor.
Que tipo de valor esta fonte publica
A categoria de BLS é uma posição relativa, não um nível absoluto, e também não é uma medição de primeira mão: agrupa em quatro faixas as posições percentis da ocupação em vários estudos publicados. Não é uma previsão de emprego ou de salários, não é uma probabilidade de adoção e não distingue automação de 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