Nuclear Power Reactor Operators
Production Occupations- O*NET-SOC 代码
- 51-8011.00
Operate or control nuclear reactors. Move control rods, start and stop equipment, monitor and adjust controls, and record data in logs. Implement emergency procedures when needed. May respond to abnormalities, determine cause, and recommend corrective action.
- 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尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.28
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 20 项 · β ≥ 0.5 的任务 9 项(45.0%)
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
| Task (O*NET 20.1) | Claude.aiRaw / share % |
|---|---|
Review and edit standard operating procedures.51-8011.00 | 0.0036100.0 |
| Not observed on any surface — 19 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. | |
Adjust controls to position rod and to regulate flux level, reactor period, coolant temperature, or rate of power flow, following standard procedures. | —0 |
Respond to system or unit abnormalities, diagnosing the cause, and recommending or taking corrective action. | —0 |
Monitor all systems for normal running conditions, performing activities such as checking gauges to assess output or the effects of generator loading on other equipment. | —0 |
Implement operational procedures, such as those controlling start-up or shut-down activities. | —0 |
Note malfunctions of equipment, instruments, or controls and report these conditions to supervisors. | —0 |
Monitor or operate boilers, turbines, wells, or auxiliary power plant equipment. | —0 |
Dispatch orders or instructions to personnel through radiotelephone or intercommunication systems to coordinate auxiliary equipment operation. | —0 |
Record operating data, such as the results of surveillance tests. | —0 |
Participate in nuclear fuel element handling activities, such as preparation, transfer, loading, or unloading. | —0 |
Conduct inspections or operations outside of control rooms as necessary. | —0 |
Operate nuclear power reactors in accordance with policies and procedures to protect workers from radiation and to ensure environmental safety. | —0 |
Develop or implement actions such as lockouts, tagouts, or clearances to allow equipment to be safely repaired. | —0 |
Direct reactor operators in emergency situations, in accordance with emergency operating procedures. | —0 |
Authorize maintenance activities on units or changes in equipment or system operational status. | —0 |
Authorize actions to correct identified operational inefficiencies or hazards so that operating efficiency is maximized and potential environmental issues are minimized. | —0 |
Direct measurement of the intensity or types of radiation in work areas, equipment, or materials. | —0 |
Direct the collection and testing of air, water, gas, or solid samples to determine radioactivity levels or to ensure appropriate radioactive containment. | —0 |
Identify or direct implementation of appropriate decontamination procedures, based on equipment and the size, nature, and type of contamination. | —0 |
Supervise technicians' work activities to ensure that equipment is operated in accordance with policies and procedures that protect workers from radiation and ensure environmental safety. | —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 |
|---|---|
Dispatch orders or instructions to personnel through radiotelephone or intercommunication systems to coordinate auxiliary equipment operation.O*NET Task ID 8512 | 1.0 |
Record operating data, such as the results of surveillance tests.O*NET Task ID 8513 | 1.0 |
Review and edit standard operating procedures.O*NET Task ID 20681 | 1.0 |
Respond to system or unit abnormalities, diagnosing the cause, and recommending or taking corrective action.O*NET Task ID 8507 | 0.5 |
Implement operational procedures, such as those controlling start-up or shut-down activities.O*NET Task ID 8509 | 0.5 |
Note malfunctions of equipment, instruments, or controls and report these conditions to supervisors.O*NET Task ID 8510 | 0.5 |
Authorize maintenance activities on units or changes in equipment or system operational status.O*NET Task ID 8517 | 0.5 |
Authorize actions to correct identified operational inefficiencies or hazards so that operating efficiency is maximized and potential environmental issues are minimized.O*NET Task ID 19907 | 0.5 |
Identify or direct implementation of appropriate decontamination procedures, based on equipment and the size, nature, and type of contamination.O*NET Task ID 19910 | 0.5 |
Adjust controls to position rod and to regulate flux level, reactor period, coolant temperature, or rate of power flow, following standard procedures.O*NET Task ID 8506 | 0.0 |
Monitor all systems for normal running conditions, performing activities such as checking gauges to assess output or the effects of generator loading on other equipment.O*NET Task ID 8508 | 0.0 |
Monitor or operate boilers, turbines, wells, or auxiliary power plant equipment.O*NET Task ID 8511 | 0.0 |
Participate in nuclear fuel element handling activities, such as preparation, transfer, loading, or unloading.O*NET Task ID 8514 | 0.0 |
Conduct inspections or operations outside of control rooms as necessary.O*NET Task ID 8515 | 0.0 |
Direct reactor operators in emergency situations, in accordance with emergency operating procedures.O*NET Task ID 8516 | 0.0 |
Direct measurement of the intensity or types of radiation in work areas, equipment, or materials.O*NET Task ID 19908 | 0.0 |
Direct the collection and testing of air, water, gas, or solid samples to determine radioactivity levels or to ensure appropriate radioactive containment.O*NET Task ID 19909 | 0.0 |
Operate nuclear power reactors in accordance with policies and procedures to protect workers from radiation and to ensure environmental safety.O*NET Task ID 19911 | 0.0 |
Supervise technicians' work activities to ensure that equipment is operated in accordance with policies and procedures that protect workers from radiation and ensure environmental safety.O*NET Task ID 19912 | 0.0 |
Develop or implement actions such as lockouts, tagouts, or clearances to allow equipment to be safely repaired.O*NET Task ID 20680 | 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(19 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 |
|---|---|
| Adjust controls to position rod and to regulate flux level, reactor period, coolant temperature, or rate of power flow, following standard procedures. | 核心 |
| Respond to system or unit abnormalities, diagnosing the cause, and recommending or taking corrective action. | 核心 |
| Monitor all systems for normal running conditions, performing activities such as checking gauges to assess output or the effects of generator loading on other equipment. | 核心 |
| Implement operational procedures, such as those controlling start-up or shut-down activities. | 核心 |
| Note malfunctions of equipment, instruments, or controls and report these conditions to supervisors. | 核心 |
| Monitor or operate boilers, turbines, wells, or auxiliary power plant equipment. | 核心 |
| Dispatch orders or instructions to personnel through radiotelephone or intercommunication systems to coordinate auxiliary equipment operation. | 核心 |
| Record operating data, such as the results of surveillance tests. | 核心 |
| Participate in nuclear fuel element handling activities, such as preparation, transfer, loading, or unloading. | 核心 |
| Conduct inspections or operations outside of control rooms as necessary. | 核心 |
| Operate nuclear power reactors in accordance with policies and procedures to protect workers from radiation and to ensure environmental safety. | 核心 |
| Develop or implement actions such as lockouts, tagouts, or clearances to allow equipment to be safely repaired. | 核心 |
| Review and edit standard operating procedures. | 核心 |
| Direct reactor operators in emergency situations, in accordance with emergency operating procedures. | 补充 |
| Authorize maintenance activities on units or changes in equipment or system operational status. | 补充 |
| Authorize actions to correct identified operational inefficiencies or hazards so that operating efficiency is maximized and potential environmental issues are minimized. | 补充 |
| Direct measurement of the intensity or types of radiation in work areas, equipment, or materials. | 补充 |
| Direct the collection and testing of air, water, gas, or solid samples to determine radioactivity levels or to ensure appropriate radioactive containment. | 补充 |
| Supervise technicians' work activities to ensure that equipment is operated in accordance with policies and procedures that protect workers from radiation and ensure environmental safety. | 补充 |
0.26/ 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 |
|---|---|
| Adjust controls to position rod and to regulate flux level, reactor period, coolant temperature, or rate of power flow, following standard procedures. | E1 机器人专用设施 |
| Implement operational procedures, such as those controlling start-up or shut-down activities. | E1 机器人专用设施 |
| Monitor or operate boilers, turbines, wells, or auxiliary power plant equipment. | E1 机器人专用设施 |
| Participate in nuclear fuel element handling activities, such as preparation, transfer, loading, or unloading. | E1 机器人专用设施 |
| Conduct inspections or operations outside of control rooms as necessary. | E2 受管理的设施 |
| Operate nuclear power reactors in accordance with policies and procedures to protect workers from radiation and to ensure environmental safety. | E0 机器人不可 |
职业信息
就业展望(BLS)
- 就业人数,2025
- 5K
- 预计就业人数,2035
- 5K
- 变化 (2025–35)
- -5.9%
- 年薪中位数,2025
- $122,890
- 入职通常所需学历
- High school diploma or equivalent
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 |
|---|---|---|---|
| 86103 | 원자력발전 장치 운전원 | 范围相同 | 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 3131Power Production Plant Operators
发电厂操作人员
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。
Power production plant operators operate, monitor and maintain switchboards and related equipment in electrical control centres which control the production and distribution of electrical or other power in transmission networks. The equipment operated includes reactors, turbines, generators and other auxiliary equipment in electrical power generating stations.
任务
- (a) operating, monitoring and inspecting various types of energy generating power plants;
- (b) operating and controlling power generating systems and equipment including boilers, turbines, generators, condensers, and reactors in hydro, thermal, coal, oil, natural gas, and nuclear power plants to generate and distribute electrical power;
- (c) controlling start-up and shut-down of power plant equipment, controlling switching operations, regulating water levels and communicating with systems operators to regulate and coordinate transmission loads, frequency and line voltages;
- (d) taking readings from charts, meters and gauges at established intervals, troubleshooting and performing corrective action as necessary;
- (e) completing and maintaining station records, logs and reports, and communicating with other plant personnel to assess equipment operating status;
- (f) cleaning and maintaining equipment such as generators, boilers, turbines, pumps, and compressors in order to prevent equipment failure or deterioration.
职业示例
Distribution control operator · Electric power plant operator · Generating station operator · Hydroelectric power plant operator · Nuclear power plant operator · Solar power plant operator
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 reactor operatorESCO 3131.1.6范围相同
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.
- power production plant operatorESCO 3131.1本职业范围更窄
Power production plant operators maintain and operate the equipment in power stations and other energy production plants. They repair faults, operate machinery directly or from a control room, and handle materials related to electricity production in compliance with safety and environmental procedures. They facilitate interaction between electrical energy facilities, ensuring that distribution occurs safely.
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 |
|---|---|---|
| H2702 | Conducteur / Conductrice de bloc nucléaire | 范围相同暂定 |
| H2706 | Opérateur / Opératrice de production en énergie nucléaire | 有重叠,但不相同暂定 |
| H2708 | Technicien / Technicienne d'exploitation nucléaire | 相关,但不对应暂定 |
| 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 |
|---|---|---|
| 3131 | Técnicos en instalaciones de producción de energía | 本职业范围更窄暂定 |
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 | 本职业范围更窄 |
| 26293 | Aufsichtskräfte - Energietechnik | 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 |
|---|---|---|
| 641 | 発電員,変電員 | 本职业范围更窄暂定 |
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