Environmental Science and Protection Technicians, Including Health
Life, Physical, and Social Science Occupations- O*NET-SOC 代码
- 19-4042.00
Perform laboratory and field tests to monitor the environment and investigate sources of pollution, including those that affect health, under the direction of an environmental scientist, engineer, or other specialist. May collect samples of gases, soil, water, and other materials for testing.
- 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
0.144
0.000此处所载数值的范围0.745尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.38
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
仅显示有暴露的工作已评分任务 26 项 · β ≥ 0.5 的任务 17 项(65.4%)
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
- 已评分任务中有 1 项不在 O*NET 31.0 任务列表中,其分数按 O*NET 27.2 的发布值保留。
- 来源
- OpenAI "GPTs are GPTs" exposure rubric
- 版本
- gh-main-0471612
- 许可
- MIT License, Copyright (c) 2024 OpenAI
以下为 O*NET-SOC 2010 职业 19-4091.00 Environmental Science and Protection Technicians, Including Health 的工作任务,由本站依据 O*NET-SOC 2010→2019 官方对照表关联到此职业
| Task (O*NET 20.1) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Record test data and prepare reports, summaries, or charts that interpret test results.19-4091.00 | 0.005471.1 | 0.0099100.0 |
Inspect workplaces to ensure the absence of health and safety hazards, such as high noise levels, radiation, or potential lighting hazards.19-4091.00 | 0.002228.9 | —0 |
| Not observed on any surface — 23 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. | ||
Collect samples of gases, soils, water, industrial wastewater, or asbestos products to conduct tests on pollutant levels or identify sources of pollution. | —0 | —0 |
Discuss test results and analyses with customers. | —0 | —0 |
Maintain files, such as hazardous waste databases, chemical usage data, personnel exposure information, or diagrams showing equipment locations. | —0 | —0 |
Set up equipment or stations to monitor and collect pollutants from sites, such as smoke stacks, manufacturing plants, or mechanical equipment. | —0 | —0 |
Develop or implement programs for monitoring of environmental pollution or radiation. | —0 | —0 |
Respond to and investigate hazardous conditions or spills, or outbreaks of disease or food poisoning, collecting samples for analysis. | —0 | —0 |
Provide information or technical or program assistance to government representatives, employers, or the general public on the issues of public health, environmental protection, or workplace safety. | —0 | —0 |
Calibrate microscopes or test instruments. | —0 | —0 |
Make recommendations to control or eliminate unsafe conditions at workplaces or public facilities. | —0 | —0 |
Inspect sanitary conditions at public facilities. | —0 | —0 |
Prepare samples or photomicrographs for testing and analysis. | —0 | —0 |
Calculate amount of pollutant in samples or compute air pollution or gas flow in industrial processes, using chemical and mathematical formulas. | —0 | —0 |
Initiate procedures to close down or fine establishments violating environmental or health regulations. | —0 | —0 |
Determine amounts and kinds of chemicals to use in destroying harmful organisms or removing impurities from purification systems. | —0 | —0 |
Perform statistical analysis of environmental data. | —0 | —0 |
Distribute permits, closure plans, or cleanup plans. | —0 | —0 |
Weigh, analyze, or measure collected sample particles, such as lead, coal dust, or rock to determine concentration of pollutants. | —0 | —0 |
Examine and analyze material for presence and concentration of contaminants, such as asbestos, using variety of microscopes. | —0 | —0 |
Develop testing procedures or direct activities of workers in laboratory. | —0 | —0 |
Conduct standardized tests to ensure materials or supplies used throughout power supply systems meet processing and safety specifications. | —0 | —0 |
Analyze potential environmental impacts of production process changes and recommend steps to mitigate negative impacts. | —0 | —0 |
Develop or implement site recycling or hazardous waste stream programs. | —0 | —0 |
Monitor emission control devices to ensure they are operating properly and are in compliance with state and federal regulations. | —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 (O*NET 27.2) | βE1 + 0.5 × E2 |
|---|---|
Record test data and prepare reports, summaries, or charts that interpret test results.O*NET Task ID 1549 | 1.0 |
Calculate amount of pollutant in samples or compute air pollution or gas flow in industrial processes, using chemical and mathematical formulas.O*NET Task ID 1557 | 1.0 |
Discuss test results and analyses with customers.O*NET Task ID 1560 | 1.0 |
Perform statistical analysis of environmental data.O*NET Task ID 1562 | 1.0 |
Distribute permits, closure plans, or cleanup plans.O*NET Task ID 1564 | 1.0 |
Develop testing procedures.O*NET Task ID 20871 | 1.0 |
Provide information or technical or program assistance to government representatives, employers, or the general public on the issues of public health, environmental protection, or workplace safety.O*NET Task ID 1552 | 0.5 |
Make recommendations to control or eliminate unsafe conditions at workplaces or public facilities.O*NET Task ID 1554 | 0.5 |
Inspect sanitary conditions at public facilities.O*NET Task ID 1555 | 0.5 |
Prepare samples or photomicrographs for testing and analysis.O*NET Task ID 1556 | 0.5 |
Determine amounts and kinds of chemicals to use in destroying harmful organisms or removing impurities from purification systems.O*NET Task ID 1559 | 0.5 |
Maintain files, such as hazardous waste databases, chemical usage data, personnel exposure information, or diagrams showing equipment locations.O*NET Task ID 1561 | 0.5 |
Examine and analyze material for presence and concentration of contaminants, such as asbestos, using variety of microscopes.O*NET Task ID 1567 | 0.5 |
Develop or implement programs for monitoring of environmental pollution or radiation.O*NET Task ID 1570 | 0.5 |
Analyze potential environmental impacts of production process changes, and recommend steps to mitigate negative impacts.O*NET Task ID 19797 | 0.5 |
Develop or implement site recycling or hazardous waste stream programs.O*NET Task ID 19798 | 0.5 |
Direct activities of workers in laboratory.O*NET Task ID 20870 | 0.5 |
Collect samples of gases, soils, water, industrial wastewater, or asbestos products to conduct tests on pollutant levels or identify sources of pollution.O*NET Task ID 1550 | 0.0 |
Calibrate microscopes or test instruments.O*NET Task ID 1553 | 0.0 |
Initiate procedures to close down or fine establishments violating environmental or health regulations.O*NET Task ID 1558 | 0.0 |
Set up equipment or stations to monitor and collect pollutants from sites, such as smoke stacks, manufacturing plants, or mechanical equipment.O*NET Task ID 1563 | 0.0 |
Inspect workplaces to ensure the absence of health and safety hazards, such as high noise levels, radiation, or potential lighting hazards.O*NET Task ID 1565 | 0.0 |
Weigh, analyze, or measure collected sample particles, such as lead, coal dust, or rock, to determine concentration of pollutants.O*NET Task ID 1566 | 0.0 |
Conduct standardized tests to ensure materials or supplies used throughout power supply systems meet processing and safety specifications.O*NET Task ID 1569 | 0.0 |
Monitor emission control devices to ensure they are operating properly and comply with state and federal regulations.O*NET Task ID 19799 | 0.0 |
Investigate hazardous conditions or spills or outbreaks of disease or food poisoning, collecting samples for analysis.O*NET Task ID 20869 | 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
O*NET 31.0 全部任务(25 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 |
|---|---|
| Record test data and prepare reports, summaries, or charts that interpret test results. | 核心 |
| Collect samples of gases, soils, water, industrial wastewater, or asbestos products to conduct tests on pollutant levels or identify sources of pollution. | 核心 |
| Provide information or technical or program assistance to government representatives, employers, or the general public on the issues of public health, environmental protection, or workplace safety. | 核心 |
| Calibrate microscopes or test instruments. | 核心 |
| Make recommendations to control or eliminate unsafe conditions at workplaces or public facilities. | 核心 |
| Prepare samples or photomicrographs for testing and analysis. | 核心 |
| Calculate amount of pollutant in samples or compute air pollution or gas flow in industrial processes, using chemical and mathematical formulas. | 核心 |
| Discuss test results and analyses with customers. | 核心 |
| Maintain files, such as hazardous waste databases, chemical usage data, personnel exposure information, or diagrams showing equipment locations. | 核心 |
| Perform statistical analysis of environmental data. | 核心 |
| Set up equipment or stations to monitor and collect pollutants from sites, such as smoke stacks, manufacturing plants, or mechanical equipment. | 核心 |
| Inspect workplaces to ensure the absence of health and safety hazards, such as high noise levels, radiation, or potential lighting hazards. | 核心 |
| Weigh, analyze, or measure collected sample particles, such as lead, coal dust, or rock, to determine concentration of pollutants. | 核心 |
| Develop or implement programs for monitoring of environmental pollution or radiation. | 核心 |
| Analyze potential environmental impacts of production process changes, and recommend steps to mitigate negative impacts. | 核心 |
| Develop or implement site recycling or hazardous waste stream programs. | 核心 |
| Monitor emission control devices to ensure they are operating properly and comply with state and federal regulations. | 核心 |
| Investigate hazardous conditions or spills or outbreaks of disease or food poisoning, collecting samples for analysis. | 核心 |
| Direct activities of workers in laboratory. | 核心 |
| Develop testing procedures. | 核心 |
| Inspect sanitary conditions at public facilities. | 补充 |
| Initiate procedures to close down or fine establishments violating environmental or health regulations. | 补充 |
| Determine amounts and kinds of chemicals to use in destroying harmful organisms or removing impurities from purification systems. | 补充 |
| Distribute permits, closure plans, or cleanup plans. | 补充 |
| Examine and analyze material for presence and concentration of contaminants, such as asbestos, using variety of microscopes. | 补充 |
0.61/ 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 |
|---|---|
| Collect samples of gases, soils, water, industrial wastewater, or asbestos products to conduct tests on pollutant levels or identify sources of pollution. | E2 受管理的设施 |
| Calibrate microscopes or test instruments. | E1 机器人专用设施 |
| Prepare samples or photomicrographs for testing and analysis. | E1 机器人专用设施 |
| Set up equipment or stations to monitor and collect pollutants from sites, such as smoke stacks, manufacturing plants, or mechanical equipment. | E0 机器人不可 |
| Inspect workplaces to ensure the absence of health and safety hazards, such as high noise levels, radiation, or potential lighting hazards. | E2 受管理的设施 |
| Weigh, analyze, or measure collected sample particles, such as lead, coal dust, or rock, to determine concentration of pollutants. | E1 机器人专用设施 |
| Develop or implement programs for monitoring of environmental pollution or radiation. | E1 机器人专用设施 |
| Monitor emission control devices to ensure they are operating properly and comply with state and federal regulations. | E0 机器人不可 |
| Investigate hazardous conditions or spills or outbreaks of disease or food poisoning, collecting samples for analysis. | E0 机器人不可 |
| Inspect sanitary conditions at public facilities. | E0 机器人不可 |
| Examine and analyze material for presence and concentration of contaminants, such as asbestos, using variety of microscopes. | E1 机器人专用设施 |
职业信息
就业展望(BLS)
- 就业人数,2025
- 36K
- 预计就业人数,2035
- 39K
- 变化 (2025–35)
- +6.9%
- 年薪中位数,2025
- $55,090
- 入职通常所需学历
- Associate'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 |
|---|---|---|---|
| 23741 | 대기 환경 시험원 | 本职业范围更宽 | 已确认 |
| 23742 | 수질 환경 시험원 | 本职业范围更宽 | 已确认 |
| 23743 | 토양 환경 시험원 | 本职业范围更宽 | 已确认 |
| 23746 | 환경 영향 시험원 | 本职业范围更宽 | 已确认 |
| 23744 | 소음 진동 시험원 | 有重叠,但不相同 | 已确认 |
| 24920 | 위생사 | 有重叠,但不相同 | 已确认 |
| 23745 | 폐기물 처리 시험원 | 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 3141Life Science Technicians (excluding Medical)
生命科学技术员(医学除外)
自行翻译
自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。
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 technicianESCO 3111.2范围相同
Environmental technicians investigate sources of pollution and aid in the development of pollution prevention and environment protection plans. They take samples of soil, water or other materials and perform tests to analyse the pollution level and identify its source.
- hazardous materials inspectorESCO 3257.4.1本职业范围更宽
Hazardous materials inspectors inspect facilities which handle hazardous materials to ensure compliance to health and safety regulations, and hazardous materials handling legislation. They investigate violations, oversee tests of emergency and risk response plans, and consult on the improvement of the facilities' operations and procedures, as well as on hazardous materials regulations. They also advise plants on potential sources of danger to a community, and on better safety regulations.
- air pollution analystESCO 3111.2.1有重叠,但不相同
Air pollution analysts conduct field and lab tests to examine the pollution of air in different areas. They also identify sources of pollution.
- groundwater monitoring technicianESCO 3111.2.2有重叠,但不相同
Groundwater monitoring technician monitor the environment, gathering data in the form of samples and performing tests in a laboratory or field, to investigate potential sources of pollution. They also perform maintenance tasks on the monitoring equipment.
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 |
|---|---|---|
| H1530 | Technicien / Technicienne de la qualité de l'eau | 本职业范围更宽 |
| H1303 | Technicien / Technicienne en Hygiène, Sécurité, Environnement industriel (HSE) | 有重叠,但不相同 |
| K2315 | Inspecteur / Inspectrice de salubrité publique | 相关,但不对应 |
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 |
|---|---|---|
| 3326 | Técnicos en prevención de riesgos laborales y salud ambiental | 有重叠,但不相同暂定 |
| 3129 | Otros técnicos de las ciencias físicas, químicas, medioambientales y de las ingenierías | 相关,但不对应 |
| 3141 | Técnicos en ciencias biológicas (excepto en áreas sanitarias) | 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 |
|---|---|---|
| 42202 | Berufe in der Umweltschutztechnik (ohne Spezialisierung) - fachlich ausgerichtete Tätigkeiten | 本职业范围更宽 |
| 42203 | Berufe in der Umweltschutztechnik (ohne Spezialisierung) - komplexe Spezialistentätigkeiten | 本职业范围更宽 |
| 53322 | Berufe in der Gesundheitsaufsicht und Hygieneüberwachung - fachlich ausgerichtete Tätigkeiten | 相关,但不对应 |
| 42283 | Berufe in der Umweltschutztechnik (sonstige spezifische Tätigkeitsangabe) - komplexe Spezialistentätigkeiten | 相关,但不对应暂定 |
| 42323 | Gewässer-, Immissionsschutz- und Abfallbeauftragte - komplexe Spezialistentätigkeiten | 相关,但不对应暂定 |
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 |
|---|---|---|
| 119 | その他の技術者 | 相关,但不对应 |
| 159 | 他に分類されない保健医療従事者 | 相关,但不对应 |
| 249 | 他に分類されない専門的職業従事者 | 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