Water Resource Specialists
Management Occupations- O*NET-SOC 代码
- 11-9121.02
Design or implement programs and strategies related to water resource issues such as supply, quality, and regulatory compliance issues.
- 数据来源: BLS发布时间: 2026-08
高· 相对
低四级相对区间很高职业群单位数值
尺度 · 母数 · 来源
四级相对类别(低 / 中等 / 高 / 很高)
以BLS就业预测表中831个细分职业为基数。取值按 NEM(全国就业矩阵)代码给定,因此共用同一 NEM 代码的职业得到相同分档
- 数据来源: Anthropic发布时间: 2026-03
0.061
0.000此处所载数值的范围0.745职业群单位数值
尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.40
0.09此处所载数值的范围0.70职业群单位数值
尺度 · 母数 · 来源
生成式AI暴露度指数,按发布原值0–1
按 ISCO-08 细类(4 位)发布的数值。按原样应用美国劳工统计局(BLS)的官方对照表(ISCO-08→2010 SOC、2010 SOC→2018 SOC)关联到本职业,对应关系为全部或部分对应
该来源发布的是什么性质的数值
BLS的类别是相对排位而非绝对水平,也不是一手测量:它把多项已发表研究给出的职业百分位排名归并为四个等级。它不是就业或工资预测,不是采用概率,也不区分自动化与增强。
Task-level exposure
显示隐藏的 18 项工作已评分任务 21 项 · β ≥ 0.5 的任务 20 项(95.2%)
β = 直接暴露(E1)+ 0.5 × 借助工具时的暴露(E2),依据原始代码库的定义。
- 原始单位:O*NET 27.2 任务 → O*NET 31.0 职业代码
- 所有已评分任务均在 O*NET 31.0 任务列表中。
- 来源
- OpenAI "GPTs are GPTs" exposure rubric
- 版本
- gh-main-0471612
- 许可
- MIT License, Copyright (c) 2024 OpenAI
| Task (O*NET 20.1) | Claude.aiRaw / share % |
|---|---|
Conduct, or oversee the conduct of, chemical, physical, and biological water quality monitoring or sampling to ensure compliance with water quality standards.11-9121.02 | 0.004743.8 |
Provide technical expertise to assist communities in the development or implementation of storm water monitoring or other water programs.11-9121.02 | 0.004441.0 |
Present water resource proposals to government, public interest groups, or community groups.11-9121.02 | 0.001615.2 |
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 (O*NET 27.2) | βE1 + 0.5 × E2 |
|---|---|
Write proposals, project reports, informational brochures, or other documents on wastewater purification, water supply and demand, or other water resource subjects.O*NET Task ID 15621 | 1.0 |
Review or evaluate designs for water detention facilities, storm drains, flood control facilities, or other hydraulic structures.O*NET Task ID 15616 | 0.5 |
Negotiate for water rights with communities or water facilities to meet water supply demands.O*NET Task ID 15617 | 0.5 |
Perform hydrologic, hydraulic, or water quality modeling.O*NET Task ID 15618 | 0.5 |
Compile water resource data, using geographic information systems (GIS) or global position systems (GPS) software.O*NET Task ID 15619 | 0.5 |
Compile and maintain documentation on the health of a body of water.O*NET Task ID 15620 | 0.5 |
Recommend new or revised policies, procedures, or regulations to support water resource or conservation goals.O*NET Task ID 15622 | 0.5 |
Provide technical expertise to assist communities in the development or implementation of storm water monitoring or other water programs.O*NET Task ID 15623 | 0.5 |
Present water resource proposals to government, public interest groups, or community groups.O*NET Task ID 15624 | 0.5 |
Identify methods for distributing purified wastewater into rivers, streams, or oceans.O*NET Task ID 15625 | 0.5 |
Monitor water use, demand, or quality in a particular geographic area.O*NET Task ID 15626 | 0.5 |
Identify and characterize specific causes or sources of water pollution.O*NET Task ID 15627 | 0.5 |
Develop plans to protect watershed health or rehabilitate watersheds.O*NET Task ID 15628 | 0.5 |
Develop or implement standardized water monitoring and assessment methods.O*NET Task ID 15629 | 0.5 |
Conduct technical studies for water resources on topics such as pollutants and water treatment options.O*NET Task ID 15630 | 0.5 |
Conduct, or oversee the conduct of, investigations on matters such as water storage, wastewater discharge, pollutants, permits, or other compliance and regulatory issues.O*NET Task ID 15631 | 0.5 |
Conduct cost-benefit studies for watershed improvement projects or water management alternatives.O*NET Task ID 15632 | 0.5 |
Analyze storm water systems to identify opportunities for water resource improvements.O*NET Task ID 15633 | 0.5 |
Develop strategies for watershed operations to meet water supply and conservation goals or to ensure regulatory compliance with clean water laws or regulations.O*NET Task ID 15634 | 0.5 |
Conduct, or oversee the conduct of, chemical, physical, and biological water quality monitoring or sampling to ensure compliance with water quality standards.O*NET Task ID 15635 | 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
O*NET 31.0 全部任务(21 项)
本职业在 O*NET 31.0 中的全部任务(英文原文;任务类型为核心或补充)。暴露值不列在此清单中,而在上方表格里,位于各来源所用 O*NET 版本的任务表述旁。
| 任务(O*NET 31.0) | 类型 |
|---|---|
| Supervise teams of workers who capture water from wells and rivers. | 核心 |
| Review or evaluate designs for water detention facilities, storm drains, flood control facilities, or other hydraulic structures. | 核心 |
| Negotiate for water rights with communities or water facilities to meet water supply demands. | 核心 |
| Perform hydrologic, hydraulic, or water quality modeling. | 核心 |
| Compile water resource data, using geographic information systems (GIS) or global position systems (GPS) software. | 核心 |
| Compile and maintain documentation on the health of a body of water. | 核心 |
| Write proposals, project reports, informational brochures, or other documents on wastewater purification, water supply and demand, or other water resource subjects. | 核心 |
| Recommend new or revised policies, procedures, or regulations to support water resource or conservation goals. | 核心 |
| Provide technical expertise to assist communities in the development or implementation of storm water monitoring or other water programs. | 核心 |
| Present water resource proposals to government, public interest groups, or community groups. | 核心 |
| Monitor water use, demand, or quality in a particular geographic area. | 核心 |
| Identify and characterize specific causes or sources of water pollution. | 核心 |
| Develop plans to protect watershed health or rehabilitate watersheds. | 核心 |
| Develop or implement standardized water monitoring and assessment methods. | 核心 |
| Conduct technical studies for water resources on topics such as pollutants and water treatment options. | 核心 |
| Conduct, or oversee the conduct of, investigations on matters such as water storage, wastewater discharge, pollutants, permits, or other compliance and regulatory issues. | 核心 |
| Conduct cost-benefit studies for watershed improvement projects or water management alternatives. | 核心 |
| Analyze storm water systems to identify opportunities for water resource improvements. | 核心 |
| Develop strategies for watershed operations to meet water supply and conservation goals or to ensure regulatory compliance with clean water laws or regulations. | 核心 |
| Conduct, or oversee the conduct of, chemical, physical, and biological water quality monitoring or sampling to ensure compliance with water quality standards. | 核心 |
| Identify methods for distributing purified wastewater into rivers, streams, or oceans. | 补充 |
0.13/ 3· 机器人暴露指数
尺度 · 母数 · 来源
对每项体力任务,按已实际部署、销售或演示的机器人能够完成它的环境评定 0–3 级(0 不可 · 1 围栏式机器单元、灌装线等机器人专用设施 · 2 医院药房、集装箱港口等受管理的设施 · 3 私人住宅、建筑工地等非结构化环境),再按工作时间占比求平均
以该职业 O*NET 29.3 任务中的体力任务为准
等级与时间占比由 Anthropic 使用 Claude Opus 5(网络搜索)估算(截至 2026 年)。
机器人暴露指数与本站的 AI 暴露度是不同的指标,不能相加或相互比较。该指数不代表实际采用情况或成本竞争力,0 也包括没有体力任务的职业。
每项体力任务的等级
机器人环境等级(E0–E3)
E0 机器人不可详情
评定为已实际部署、销售或演示的机器人即使在机器人专用设施中也无法完成
E1 机器人专用设施详情
评定为可在围绕机器搭建的设施中完成,例如围栏式机器单元或灌装线
E2 受管理的设施详情
评定为可在由机构按工作标准维护的人类工作设施中完成,例如医院药房或集装箱港口
E3 非结构化环境详情
评定为可在没有机构按工作标准维护的环境中完成,例如私人住宅或建筑工地
仅列出被归类为体力任务的任务;其他任务在来源中没有等级。
| 任务(O*NET 29.3) | 机器人环境等级 |
|---|---|
| Conduct, or oversee the conduct of, chemical, physical, and biological water quality monitoring or sampling to ensure compliance with water quality standards. | E2 受管理的设施 |
职业信息
就业展望(BLS)
这些数值属于整个 SOC 11-9121 组(Natural sciences managers),并非仅属于该 O*NET 职业。
- 就业人数,2025
- 112K
- 预计就业人数,2035
- 122K
- 变化 (2025–35)
- +8.2%
- 年薪中位数,2025
- $167,220
- 入职通常所需学历
- Bachelor's degree
韩国职业分类关联(KSCO)
来自 AI Changing Work 制作的 Korea Occupation Direct Crosswalk v1.1 当前版本的关联。关系值从 O*NET-SOC 职业一侧解读。
| KSCO 代码 | KSCO 名称 | 关系 | 状态 |
|---|---|---|---|
| 14123 | 수도 관련 관리자 | 相关,但不对应 | 已审核 |
| 23712 | 수질 환경 기술자 및 연구원 | 相关,但不对应 | 已确认 |
关系与状态的定义(kr-direct v1.1)
国际劳工组织(ILO)职业说明
以下 ISCO-08 职业组由 AI Changing Work 原样套用美国劳工统计局(BLS)发布的对照表(2018 SOC→2010 SOC、2010 SOC→ISCO-08)、不逐案取舍,与本职业相关联;每项关联可能是完全对应,也可能是部分对应。
- ISCO-08 1223Research and Development Managers
研究与开发经理
自行翻译
自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。
以下定义、任务和职业示例是 ILO 对该 ISCO-08 职业组的描述,而不是对本职业的描述。
Research and development managers plan, direct and coordinate the research and development activities of an enterprise or organization or of enterprises that provide related services to other enterprises and organizations.
任务
- (a) planning, directing and coordinating research and development activities, in-house or commissioned from external research organizations, to develop new or improved technical processes, products, knowledge, or utilization of materials;
- (b) planning the overall research and development programme of an enterprise or organization, specifying goals and budgetary requirements;
- (c) leading and managing the activities of research and development staff;
- (d) establishing and managing budgets, controlling expenditure and ensuring the efficient use of resources;
- (e) establishing and directing operational and administrative procedures;
- (f) planning and directing daily operations;
- (g) overseeing the selection, training and performance of staff;
- (h) representing the enterprise or organization at conventions, seminars and conferences.
职业示例
Product development manager · Research manager
Sources: ILO ISCO-08 — details: Credits
ESCO 职业词汇
以下每一项都是在已公开的ESCO-O*NET Crosswalk(第 1 版,2022 年)中与本职业逐项对应的。对应类型出自该对照表;表述出自 AI Changing Work。
- environmental engineerESCO 2143.1有重叠,但不相同
Environmental engineers integrate environmental and sustainable measures in the development of projects of various natures. They seek to preserve natural resources and natural sites. They work together with engineers from other fields to envision all the implications that projects might have in order to design ways to conserve natural reserves, prevent pollution, and deploy sanitary measures.
- environmental policy officerESCO 2422.10.5有重叠,但不相同
Environmental policy officers research, analyse, develop and implement policies related to the environment. They give expert advice to entities such as commercial organisations, government agencies and land developers. Environmental policy officers work on reducing the impact of industrial, commercial and agricultural activities on the environment.
- natural resources consultantESCO 2133.8有重叠,但不相同
Natural resources consultant provide advice on the protection and management of natural resources, namely fauna, flora, soil and water to companies and governments which exploit these resources. They strive to guide companies on an appropriate policy for exploiting natural resources in industrial contexts, raise awareness on health issues, and ensure the conservation of ecosystems for sustainable interventions in natural habitats.
- water engineerESCO 2142.1.11有重叠,但不相同
Water engineers research and develop methods for the provision of clean water, water treatment and flood damage prevention and reaction. They research water needs in a location and develop methods for meeting those needs, such as designing and developing projects for managing water resources such as treatment plants, pipelines, pump systems, irrigation or draining systems and other water supply systems. Water engineers also ensure proper installation of these systems on construction sites. Water engineers also maintain, repair and build structures that control water resources, such as bridges, canals and dams.
来源: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
许可: CC BY 4.0 (EU Reuse Notice)
ESCO reuse terms and the modification notice are in Credits.
法国职业分类关联(ROME)
本职业与 ROME 4.0 职业条目(fiche)之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。标为「暂定」的关联仅凭同一模型系列(Claude)两位判定者的判定采纳,或对其判定适用运营方规则后采纳,因此其依据弱于已确认的关联。
| ROME 代码 | ROME 名称(法语) | 关系 |
|---|---|---|
| F1124 | Hydrologue | 有重叠,但不相同 |
| I1328 | Conseiller / Conseillère en hydraulique agricole | 相关,但不对应 |
| K2313 | Technicien chargé / Technicienne chargée de la police des eaux | 相关,但不对应暂定 |
Source: France Travail — Répertoire Opérationnel des Métiers et des Emplois (ROME 4.0), version 61, last updated 15 June 2026 (https://www.data.gouv.fr/datasets/repertoire-operationnel-des-metiers-et-des-emplois-rome). Licence Ouverte 2.0.
ROME codes and titles are reproduced unchanged; the links to O*NET-SOC occupations are AI Changing Work's own judgment and are not a France Travail correspondence.
(AI Changing Work link release: fr-direct v1)
西班牙职业分类关联(CNO-11)
本职业与 CNO-11 职业之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。
| CNO-11 代码 | CNO-11 名称(西班牙语) | 关系 |
|---|---|---|
| 2426 | Profesionales de la protección ambiental | 本职业范围更窄 |
| 2437 | Ingenieros ambientales | 相关,但不对应 |
Source: Instituto Nacional de Estadística (INE), National Classification of Occupations 2011 (CNO-11, Royal Decree 1591/2010) — www.ine.es · Licensed CC BY 4.0. CNO-11 codes and Spanish titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not an INE correspondence.
(AI Changing Work link release: es-direct v1)
德国职业分类关联(KldB)
本职业与 KldB 职业之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。
| KldB 代码 | KldB 名称(德语) | 关系 |
|---|---|---|
| 42314 | Berufe in der Umweltschutzverwaltung und -beratung - hoch komplexe Tätigkeiten | 本职业范围更宽暂定 |
| 31144 | Berufe in der Wasserwirtschaft - hoch komplexe Tätigkeiten | 有重叠,但不相同 |
| 42124 | Berufe in der Geologie - hoch komplexe Tätigkeiten | 相关,但不对应 |
| 42324 | Gewässer-, Immissionsschutz- und Abfallbeauftragte - hoch komplexe Tätigkeiten | 相关,但不对应 |
Source: © Statistik der Bundesagentur für Arbeit — Klassifikation der Berufe 2010 – überarbeitete Fassung 2020, https://statistik.arbeitsagentur.de. KldB codes and titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own mapping (eigene Zuordnung) and are not a Bundesagentur für Arbeit correspondence.
(AI Changing Work link release: de-direct v1)
日本职业分类关联(JSCO)
本职业与 JSCO 职业之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。
| JSCO 代码 | JSCO 名称(日语) | 关系 |
|---|---|---|
| 092 | 土木技術者 | 相关,但不对应 |
Source: Ministry of Internal Affairs and Communications (MIC), Japan Standard Occupational Classification (Dec. 2009, MIC Notification No. 555). JSCO codes and Japanese titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not a MIC correspondence.
(AI Changing Work link release: jp-direct v1)
本页数据的来源与许可,以及 AI Changing Work 的修改与翻译说明:致谢与来源