Nuclear Technicians
Life, Physical, and Social Science Occupations- O*NET-SOC 代码
- 19-4051.00
Assist nuclear physicists, nuclear engineers, or other scientists in laboratory, power generation, or electricity production activities. May operate, maintain, or provide quality control for nuclear testing and research equipment. May monitor radiation.
- 数据来源: BLS发布时间: 2026-08
中等· 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
0.000
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
0.26
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 21 项 · β ≥ 0.5 的任务 5 项(23.8%)
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 3 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 19-4051.01 Nuclear Equipment Operation Technicians 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 % |
|---|---|
Adjust controls of equipment to control particle beam movement, pulse rates, energy or intensity, or radiation, according to specifications.19-4051.01 | 0.004041.9 |
Measure the intensity and identify the types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments.19-4051.01 | 0.003031.1 |
Prepare reports to communicate information such as contamination test results, decontamination results, or decontamination procedures.19-4051.01 | 0.002627.0 |
| Not observed on any surface — 14 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. | |
Follow policies and procedures for radiation workers to ensure personnel safety. | —0 |
Modify, devise, and maintain equipment used in operations. | —0 |
Set control panel switches, according to standard procedures, to route electric power from sources and direct particle beams through injector units. | —0 |
Submit computations to supervisors for review. | —0 |
Calculate equipment operating factors, such as radiation times, dosages, temperatures, gamma intensities, or pressures, using standard formulas and conversion tables. | —0 |
Perform testing, maintenance, repair, or upgrading of accelerator systems. | —0 |
Warn maintenance workers of radiation hazards and direct workers to vacate hazardous areas. | —0 |
Monitor instruments, gauges, and recording devices in control rooms during operation of equipment, under direction of nuclear experimenters. | —0 |
Communicate with accelerator maintenance personnel to ensure readiness of support systems, such as vacuum, water cooling, or radio frequency power sources. | —0 |
Collect air, water, gas or solid samples for testing to determine radioactivity levels or to ensure appropriate radioactive containment. | —0 |
Decontaminate objects by cleaning them using soap or solvents or by abrading using brushes, buffing machines, or sandblasting machines. | —0 |
Follow nuclear equipment operational policies and procedures that ensure environmental safety. | —0 |
Identify and implement appropriate decontamination procedures, based on equipment and the size, nature, and type of contamination. | —0 |
Monitor nuclear reactor equipment performance to identify operational inefficiencies, hazards, or needs for maintenance or repair. | —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 |
|---|---|
Calculate equipment operating factors, such as radiation times, dosages, temperatures, gamma intensities, or pressures, using standard formulas and conversion tables.O*NET Task ID 22319 | 1.0 |
Prepare reports to communicate information such as contamination test results, decontamination results, or decontamination procedures.O*NET Task ID 22325 | 1.0 |
Monitor nuclear reactor equipment performance to identify operational inefficiencies, hazards, or needs for maintenance or repair.O*NET Task ID 22310 | 0.5 |
Monitor instruments, gauges, or recording devices under direction of nuclear experimenters.O*NET Task ID 22315 | 0.5 |
Determine or recommend radioactive decontamination procedures, according to the size and nature of equipment and the degree of contamination.O*NET Task ID 22327 | 0.5 |
Follow nuclear equipment operational policies and procedures that ensure environmental safety.O*NET Task ID 22308 | 0.0 |
Conduct surveillance testing to determine safety of nuclear equipment.O*NET Task ID 22309 | 0.0 |
Test plant equipment to ensure it is operating properly.O*NET Task ID 22311 | 0.0 |
Apply safety tags to equipment needing maintenance.O*NET Task ID 22312 | 0.0 |
Follow policies and procedures for radiation workers to ensure personnel safety.O*NET Task ID 22313 | 0.0 |
Modify, devise, or maintain nuclear equipment used in operations.O*NET Task ID 22314 | 0.0 |
Perform testing, maintenance, repair, or upgrading of accelerator systems.O*NET Task ID 22316 | 0.0 |
Adjust controls of equipment to control particle beam movement, pulse rates, energy or intensity, or radiation, according to specifications.O*NET Task ID 22317 | 0.0 |
Warn maintenance workers of radiation hazards and direct workers to vacate hazardous areas.O*NET Task ID 22318 | 0.0 |
Measure the intensity and identify the types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments.O*NET Task ID 22320 | 0.0 |
Communicate with accelerator maintenance personnel to ensure readiness of support systems, such as vacuum, water cooling, or radio frequency power sources.O*NET Task ID 22321 | 0.0 |
Set control panel switches to route electric power from sources and direct particle beams through injector units.O*NET Task ID 22322 | 0.0 |
Identify and implement appropriate decontamination procedures, based on equipment and the size, nature, and type of contamination.O*NET Task ID 22323 | 0.0 |
Decontaminate objects by cleaning them using soap or solvents or by abrading using brushes, buffing machines, or sandblasting machines.O*NET Task ID 22324 | 0.0 |
Collect air, water, gas or solid samples for testing to determine radioactivity levels or to ensure appropriate radioactive containment.O*NET Task ID 22326 | 0.0 |
Set up equipment that automatically detects area radiation deviations and test detection equipment to ensure its accuracy.O*NET Task ID 22328 | 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(18 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 |
|---|---|
| Follow nuclear equipment operational policies and procedures that ensure environmental safety. | 核心 |
| Conduct surveillance testing to determine safety of nuclear equipment. | 核心 |
| Monitor nuclear reactor equipment performance to identify operational inefficiencies, hazards, or needs for maintenance or repair. | 核心 |
| Test plant equipment to ensure it is operating properly. | 核心 |
| Apply safety tags to equipment needing maintenance. | 核心 |
| Follow policies and procedures for radiation workers to ensure personnel safety. | 核心 |
| Modify, devise, or maintain nuclear equipment used in operations. | 核心 |
| Monitor instruments, gauges, or recording devices under direction of nuclear experimenters. | 补充 |
| Perform testing, maintenance, repair, or upgrading of accelerator systems. | 补充 |
| Warn maintenance workers of radiation hazards and direct workers to vacate hazardous areas. | 补充 |
| Calculate equipment operating factors, such as radiation times, dosages, temperatures, gamma intensities, or pressures, using standard formulas and conversion tables. | 补充 |
| Measure the intensity and identify the types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments. | 补充 |
| Communicate with accelerator maintenance personnel to ensure readiness of support systems, such as vacuum, water cooling, or radio frequency power sources. | 补充 |
| Identify and implement appropriate decontamination procedures, based on equipment and the size, nature, and type of contamination. | 补充 |
| Decontaminate objects by cleaning them using soap or solvents or by abrading using brushes, buffing machines, or sandblasting machines. | 补充 |
| Collect air, water, gas or solid samples for testing to determine radioactivity levels or to ensure appropriate radioactive containment. | 补充 |
| Determine or recommend radioactive decontamination procedures, according to the size and nature of equipment and the degree of contamination. | — |
| Set up equipment that automatically detects area radiation deviations and test detection equipment to ensure its accuracy. | — |
0.87/ 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 |
|---|---|
| Follow nuclear equipment operational policies and procedures that ensure environmental safety. | E1 机器人专用设施 |
| Conduct surveillance testing to determine safety of nuclear equipment. | E1 机器人专用设施 |
| Monitor nuclear reactor equipment performance to identify operational inefficiencies, hazards, or needs for maintenance or repair. | E2 受管理的设施 |
| Test plant equipment to ensure it is operating properly. | E1 机器人专用设施 |
| Apply safety tags to equipment needing maintenance. | E1 机器人专用设施 |
| Follow policies and procedures for radiation workers to ensure personnel safety. | E1 机器人专用设施 |
| Modify, devise, or maintain nuclear equipment used in operations. | E0 机器人不可 |
| Perform testing, maintenance, repair, or upgrading of accelerator systems. | E0 机器人不可 |
| Measure the intensity and identify the types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments. | E2 受管理的设施 |
| Identify and implement appropriate decontamination procedures, based on equipment and the size, nature, and type of contamination. | E0 机器人不可 |
| Decontaminate objects by cleaning them using soap or solvents or by abrading using brushes, buffing machines, or sandblasting machines. | E1 机器人专用设施 |
| Collect air, water, gas or solid samples for testing to determine radioactivity levels or to ensure appropriate radioactive containment. | E1 机器人专用设施 |
| Set up equipment that automatically detects area radiation deviations and test detection equipment to ensure its accuracy. | E1 机器人专用设施 |
职业信息
就业展望(BLS)
这些数值属于整个 SOC 19-4051 组(Nuclear technicians),并非仅属于该 O*NET 职业。
- 就业人数,2025
- 7K
- 预计就业人数,2035
- 7K
- 变化 (2025–35)
- +1.1%
- 年薪中位数,2025
- $110,240
- 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 |
|---|---|---|---|
| 21331 | 물리학 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 3119Physical and Engineering Science Technicians Not Elsewhere Classified
其他未列明的物理和工程科学技术员
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。
This unit group covers physical and engineering science technicians not classified elsewhere in Minor Group 311: Physical and Engineering Science Technicians. For instance, the unit group includes those who assist scientists and engineers engaged in developing procedures or conducting research on safety, biomedical, environmental or industrial and production engineering.
任务
- In such cases tasks would include -
- (a) collecting data and providing technical assistance regarding: efficient, safe and economic utilization of personnel, material and equipment; methods of work and sequence of operations and supervision of their implementation; and efficient layout of plant or establishment;
- (b) aiding in the identification of potential hazards and introducing safety procedures and devices;
- (c) modifying and testing equipment and devices used in the prevention, control, and remediation of environmental pollution, site remediation and land reclamation;
- (d) assisting in the development of environmental pollution remediation devices under the direction of an engineer;
- (e) assisting engineers in testing and designing robotics equipment.
职业示例
Engineering technician (production) · Fire investigator · Forensic science technician · Quantity surveying technician · Robotics technician · Time and motion study technician
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。
- nuclear technicianESCO 3111.10范围相同
Nuclear technicians function as aids to physicists and engineers in nuclear laboratories and power plants. They monitor the procedures to ensure safety and quality control, and maintain equipment. They also handle and control radioactive equipment and measure radiation levels to ensure safety.
- physics technicianESCO 3111.11本职业范围更窄
Physics technicians monitor physical processes and perform tests for manufacturing, educational or scientific purposes. They work in laboratories, schools or production facilities where they assist physicists in their work. Physics technicians perform technical or practical work and report about their results.
- nuclear reactor operatorESCO 3131.1.6有重叠,但不相同
Nuclear reactor operators directly control nuclear reactors in power plants from control panels, and are solely responsible for the alterations in reactor reactivity. They start up operations and react to changes in status such as casualties and critical events. They monitor parameters and ensure compliance with safety regulations.
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 |
|---|---|---|
| H2706 | Opérateur / Opératrice de production en énergie nucléaire | 本职业范围更宽暂定 |
| H2707 | Technicien / Technicienne essais en industrie nucléaire | 本职业范围更宽暂定 |
| H2708 | Technicien / Technicienne d'exploitation nucléaire | 本职业范围更宽暂定 |
| K1734 | Spécialiste du soutien armement nucléaire | 相关,但不对应 |
| K1738 | Spécialiste du soutien ou de la formation propulsion nucléaire | 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 |
|---|---|---|
| 3121 | Técnicos en ciencias físicas y químicas | 相关,但不对应 |
| 3131 | Técnicos en instalaciones de producción de energía | 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 |
|---|---|---|
| 26233 | Berufe in der Energie- und Kraftwerkstechnik - komplexe Spezialistentätigkeiten | 相关,但不对应 |
| 42333 | Strahlenschutzbeauftragte - komplexe Spezialistentätigkeiten | 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 |
|---|---|---|
| 089 | その他の製造技術者(開発を除く) | 相关,但不对应 |
| 641 | 発電員,変電員 | 相关,但不对应暂定 |
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