First-Line Supervisors of Firefighting and Prevention Workers
Protective Service Occupations- O*NET-SOC 代码
- 33-1021.00
Directly supervise and coordinate activities of workers engaged in firefighting and fire prevention and control.
- 数据来源: BLS发布时间: 2026-08
低· 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
0.18–0.28· ISCO-08 职业组 3 个
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。
各关联 ISCO-08 职业组的 ILO 数值
- ISCO-08 3112Civil Engineering Technicians0.28
- ISCO-08 3119Physical and Engineering Science Technicians Not Elsewhere Classified0.26
- ISCO-08 5411Fire Fighters0.18
Task-level exposure
显示隐藏的 53 项工作已评分任务 30 项 · β ≥ 0.5 的任务 19 项（63.3%）
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
以下为 O*NET-SOC 2010 职业 33-1021.01 Municipal Fire Fighting and Prevention Supervisors; 33-1021.02 Forest Fire Fighting and Prevention Supervisors 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 % |
|---|---|---|
Perform administrative duties, such as compiling and maintaining records, completing forms, preparing reports, or composing correspondence.33-1021.02 | 0.0041100.0 | 0.0068100.0 |
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 |
|---|---|
Communicate fire details to superiors, subordinates, or interagency dispatch centers, using two-way radios.O*NET Task ID 22913 | 1.0 |
Perform maintenance and minor repairs on firefighting equipment, including vehicles, and write and submit proposals to modify, replace, and repair equipment.O*NET Task ID 22919 | 1.0 |
Maintain required maps and records.O*NET Task ID 22923 | 1.0 |
Recommend personnel actions related to disciplinary procedures, performance, leaves of absence, and grievances.O*NET Task ID 22928 | 1.0 |
Perform administrative duties, such as compiling and maintaining records, completing forms, preparing reports, or composing correspondence.O*NET Task ID 22929 | 1.0 |
Study and interpret fire safety codes to establish procedures for issuing permits to handle hazardous or flammable substances.O*NET Task ID 22934 | 1.0 |
Maintain knowledge of fire laws and fire prevention techniques and tactics.O*NET Task ID 22937 | 1.0 |
Assess nature and extent of fire, condition of building, danger to adjacent buildings, and water supply status to determine crew or company requirements.O*NET Task ID 22912 | 0.5 |
Direct the training of firefighters, assigning of instructors to training classes, and providing of supervisors with reports on training progress and status.O*NET Task ID 22918 | 0.5 |
Schedule employee work assignments and set work priorities.O*NET Task ID 22920 | 0.5 |
Monitor fire suppression expenditures to ensure that they are necessary and reasonable.O*NET Task ID 22921 | 0.5 |
Participate in creating fire safety guidelines and evacuation schemes for nonresidential buildings.O*NET Task ID 22922 | 0.5 |
Direct investigation of cases of suspected arson, hazards, and false alarms and submit reports outlining findings.O*NET Task ID 22930 | 0.5 |
Recommend equipment modifications or new equipment purchases.O*NET Task ID 22931 | 0.5 |
Supervise and participate in the inspection of properties to ensure that they are in compliance with applicable fire codes, ordinances, laws, regulations, and standards.O*NET Task ID 22932 | 0.5 |
Inspect and test new and existing fire protection systems, fire detection systems, and fire safety equipment to ensure that they are operating properly.O*NET Task ID 22933 | 0.5 |
Analyze burn conditions and results, and prepare postburn reports.O*NET Task ID 22935 | 0.5 |
Evaluate size, location, and condition of fires.O*NET Task ID 22936 | 0.5 |
Recruit or hire firefighting personnel.O*NET Task ID 22939 | 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（30 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 |
|---|---|
| Assign firefighters to jobs at strategic locations to facilitate rescue of persons and maximize application of extinguishing agents. | 核心 |
| Provide emergency medical services as required, and perform light to heavy rescue functions at emergencies. | 核心 |
| Assess nature and extent of fire, condition of building, danger to adjacent buildings, and water supply status to determine crew or company requirements. | 核心 |
| Communicate fire details to superiors, subordinates, or interagency dispatch centers, using two-way radios. | 核心 |
| Serve as a working leader of an engine, hand, helicopter, or prescribed fire crew of three or more firefighters. | 核心 |
| Instruct and drill fire department personnel in assigned duties, including firefighting, medical care, hazardous materials response, fire prevention, and related subjects. | 核心 |
| Maintain fire suppression equipment in good condition, checking equipment periodically to ensure that it is ready for use. | 核心 |
| Evaluate the performance of assigned firefighting personnel. | 核心 |
| Direct the training of firefighters, assigning of instructors to training classes, and providing of supervisors with reports on training progress and status. | 核心 |
| Perform maintenance and minor repairs on firefighting equipment, including vehicles, and write and submit proposals to modify, replace, and repair equipment. | 核心 |
| Schedule employee work assignments and set work priorities. | 核心 |
| Monitor fire suppression expenditures to ensure that they are necessary and reasonable. | 核心 |
| Participate in creating fire safety guidelines and evacuation schemes for nonresidential buildings. | 核心 |
| Maintain required maps and records. | 核心 |
| Inspect stations, uniforms, equipment, or recreation areas to ensure compliance with safety standards, taking corrective action as necessary. | 核心 |
| Evaluate fire station procedures to ensure efficiency and enforcement of departmental regulations. | 核心 |
| Direct firefighters in station maintenance duties, and participate in these duties. | 核心 |
| Recommend personnel actions related to disciplinary procedures, performance, leaves of absence, and grievances. | 核心 |
| Perform administrative duties, such as compiling and maintaining records, completing forms, preparing reports, or composing correspondence. | 核心 |
| Direct investigation of cases of suspected arson, hazards, and false alarms and submit reports outlining findings. | 核心 |
| Recommend equipment modifications or new equipment purchases. | 核心 |
| Inspect and test new and existing fire protection systems, fire detection systems, and fire safety equipment to ensure that they are operating properly. | 核心 |
| Evaluate size, location, and condition of fires. | 核心 |
| Maintain knowledge of fire laws and fire prevention techniques and tactics. | 核心 |
| Recruit or hire firefighting personnel. | 核心 |
| Drive crew carriers to transport firefighters to fire sites. | 补充 |
| Supervise and participate in the inspection of properties to ensure that they are in compliance with applicable fire codes, ordinances, laws, regulations, and standards. | 补充 |
| Study and interpret fire safety codes to establish procedures for issuing permits to handle hazardous or flammable substances. | 补充 |
| Analyze burn conditions and results, and prepare postburn reports. | 补充 |
| Plan, direct, and supervise prescribed burn projects. | 补充 |
0.20/ 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 |
|---|---|
| Provide emergency medical services as required, and perform light to heavy rescue functions at emergencies. | E0 机器人不可 |
| Serve as a working leader of an engine, hand, helicopter, or prescribed fire crew of three or more firefighters. | E0 机器人不可 |
| Instruct and drill fire department personnel in assigned duties, including firefighting, medical care, hazardous materials response, fire prevention, and related subjects. | E0 机器人不可 |
| Maintain fire suppression equipment in good condition, checking equipment periodically to ensure that it is ready for use. | E0 机器人不可 |
| Perform maintenance and minor repairs on firefighting equipment, including vehicles, and write and submit proposals to modify, replace, and repair equipment. | E0 机器人不可 |
| Drive crew carriers to transport firefighters to fire sites. | E2 受管理的设施 |
| Inspect stations, uniforms, equipment, or recreation areas to ensure compliance with safety standards, taking corrective action as necessary. | E0 机器人不可 |
| Direct firefighters in station maintenance duties, and participate in these duties. | E2 受管理的设施 |
| Supervise and participate in the inspection of properties to ensure that they are in compliance with applicable fire codes, ordinances, laws, regulations, and standards. | E0 机器人不可 |
| Inspect and test new and existing fire protection systems, fire detection systems, and fire safety equipment to ensure that they are operating properly. | E0 机器人不可 |
| Evaluate size, location, and condition of fires. | E1 机器人专用设施 |
职业信息
就业展望（BLS）
- 就业人数，2025
- 102K
- 预计就业人数，2035
- 105K
- 变化 (2025–35)
- +3.7%
- 年薪中位数，2025
- $93,530
- 入职通常所需学历
- Postsecondary nondegree award
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 |
|---|---|---|---|
| 41120 | 소방관 | 本职业范围更窄 | 已确认 |
| 13133 | 소방 관리자 | 有重叠，但不相同 | 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 3112Civil Engineering Technicians
土木工程技术员
- 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
- ISCO-08 5411Fire Fighters
消防员
自行翻译
自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。
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。
- chief fire officerESCO 1349.8有重叠，但不相同
Chief fire officers supervise a fire department. They coordinate the operations of the department, and supervise and lead the fire and rescue staff during firefighting and rescue activities to ensure the safety of the staff and limitation of risks. They perform administrative duties to ensure record maintenance, and implement policies to improve the department's operations.
- fire commissionerESCO 1112.4有重叠，但不相同
Fire commissioners oversee the activity of the fire department making sure the services supplied are effective and the necessary equipment is provided. They develop and manage the business policies ensuring the legislation in the field is followed. Fire commissioners perform safety inspections and promotes fire prevention education.
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 |
|---|---|---|
| K1744 | Chef / Cheffe de centre d'incendie et de secours | 本职业范围更宽暂定 |
| K1702 | Responsable de sécurité civile et de secours | 相关，但不对应暂定 |
| K1745 | Pompier / Pompière | 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 |
|---|---|---|
| 5931 | Bomberos (excepto forestales) | 本职业范围更窄暂定 |
| 1329 | Directores de otras empresas de servicios profesionales no clasificados bajo otros epígrafes | 相关，但不对应暂定 |
| 5932 | Bomberos forestales | 相关，但不对应暂定 |
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 |
|---|---|---|
| 53133 | Berufe im Brandschutz - komplexe Spezialistentätigkeiten | 有重叠，但不相同 |
| 53193 | Aufsichtskräfte - Objekt-, Personen-, Brandschutz, Arbeitssicherheit | 相关，但不对应 |
| 53194 | Führungskräfte - Objekt-, Personen-, Brandschutz, Arbeitssicherheit | 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 |
|---|---|---|
| 452 | 消防員 | 本职业范围更窄 |
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