Aviation Inspectors
Transportation and Material Moving Occupations- O*NET-SOC 代码
- 53-6051.01
Inspect aircraft, maintenance procedures, air navigational aids, air traffic controls, and communications equipment to ensure conformance with Federal safety regulations.
- 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
0.24
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
已评分任务 15 项 · β ≥ 0.5 的任务 9 项（60.0%）
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 2 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 30.2) | APIRaw / share % |
|---|---|
Recommend changes in rules, policies, standards, and regulations, based on knowledge of operating conditions, aircraft improvements, and other factors.53-6051.01 | 0.00000.0 |
| Not observed on any surface — 12 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. | |
Inspect work of aircraft mechanics performing maintenance, modification, or repair and overhaul of aircraft and aircraft mechanical systems to ensure adherence to standards and procedures. | —0 |
Start aircraft and observe gauges, meters, and other instruments to detect evidence of malfunctions. | —0 |
Examine aircraft access plates and doors for security. | —0 |
Examine landing gear, tires, and exteriors of fuselage, wings, and engines for evidence of damage or corrosion and the need for repairs. | —0 |
Prepare and maintain detailed repair, inspection, investigation, and certification records and reports. | —0 |
Inspect new, repaired, or modified aircraft to identify damage or defects and to assess airworthiness and conformance to standards, using checklists, hand tools, and test instruments. | —0 |
Examine maintenance records and flight logs to determine if service and maintenance checks and overhauls were performed at prescribed intervals. | —0 |
Recommend replacement, repair, or modification of aircraft equipment. | —0 |
Approve or deny issuance of certificates of airworthiness. | —0 |
Investigate air accidents and complaints to determine causes. | —0 |
Conduct flight test programs to test equipment, instruments, and systems under a variety of conditions, using both manual and automatic controls. | —0 |
Analyze training programs and conduct oral and written examinations to ensure the competency of persons operating, installing, and repairing aircraft equipment. | —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 |
|---|---|
Prepare and maintain detailed repair, inspection, investigation, and certification records and reports.O*NET Task ID 10732 | 1.0 |
Examine aircraft access plates and doors for security.O*NET Task ID 10730 | 0.5 |
Examine landing gear, tires, and exteriors of fuselage, wings, and engines for evidence of damage or corrosion and the need for repairs.O*NET Task ID 10731 | 0.5 |
Examine maintenance records and flight logs to determine if service and maintenance checks and overhauls were performed at prescribed intervals.O*NET Task ID 10734 | 0.5 |
Recommend changes in rules, policies, standards, and regulations, based on knowledge of operating conditions, aircraft improvements, and other factors.O*NET Task ID 10736 | 0.5 |
Investigate air accidents and complaints to determine causes.O*NET Task ID 10738 | 0.5 |
Approve or deny issuance of certificates of airworthiness.O*NET Task ID 10741 | 0.5 |
Analyze training programs and conduct oral and written examinations to ensure the competency of persons operating, installing, and repairing aircraft equipment.O*NET Task ID 10742 | 0.5 |
Schedule and coordinate in-flight testing programs with ground crews and air traffic control to ensure availability of ground tracking, equipment monitoring, and related services.O*NET Task ID 10743 | 0.5 |
Inspect work of aircraft mechanics performing maintenance, modification, or repair and overhaul of aircraft and aircraft mechanical systems to ensure adherence to standards and procedures.O*NET Task ID 10728 | 0.0 |
Start aircraft and observe gauges, meters, and other instruments to detect evidence of malfunctions.O*NET Task ID 10729 | 0.0 |
Inspect new, repaired, or modified aircraft to identify damage or defects and to assess airworthiness and conformance to standards, using checklists, hand tools, and test instruments.O*NET Task ID 10733 | 0.0 |
Recommend replacement, repair, or modification of aircraft equipment.O*NET Task ID 10735 | 0.0 |
Observe flight activities of pilots to assess flying skills and to ensure conformance to flight and safety regulations.O*NET Task ID 10739 | 0.0 |
Conduct flight test programs to test equipment, instruments, and systems under a variety of conditions, using both manual and automatic controls.O*NET Task ID 10740 | 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（13 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 |
|---|---|
| Inspect work of aircraft mechanics performing maintenance, modification, or repair and overhaul of aircraft and aircraft mechanical systems to ensure adherence to standards and procedures. | 核心 |
| Start aircraft and observe gauges, meters, and other instruments to detect evidence of malfunctions. | 核心 |
| Examine aircraft access plates and doors for security. | 核心 |
| Examine landing gear, tires, and exteriors of fuselage, wings, and engines for evidence of damage or corrosion and the need for repairs. | 核心 |
| Prepare and maintain detailed repair, inspection, investigation, and certification records and reports. | 核心 |
| Inspect new, repaired, or modified aircraft to identify damage or defects and to assess airworthiness and conformance to standards, using checklists, hand tools, and test instruments. | 核心 |
| Examine maintenance records and flight logs to determine if service and maintenance checks and overhauls were performed at prescribed intervals. | 核心 |
| Recommend replacement, repair, or modification of aircraft equipment. | 核心 |
| Recommend changes in rules, policies, standards, and regulations, based on knowledge of operating conditions, aircraft improvements, and other factors. | 核心 |
| Approve or deny issuance of certificates of airworthiness. | 核心 |
| Investigate air accidents and complaints to determine causes. | 补充 |
| Conduct flight test programs to test equipment, instruments, and systems under a variety of conditions, using both manual and automatic controls. | 补充 |
| Analyze training programs and conduct oral and written examinations to ensure the competency of persons operating, installing, and repairing aircraft equipment. | 补充 |
0.27/ 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 |
|---|---|
| Inspect work of aircraft mechanics performing maintenance, modification, or repair and overhaul of aircraft and aircraft mechanical systems to ensure adherence to standards and procedures. | E0 机器人不可 |
| Start aircraft and observe gauges, meters, and other instruments to detect evidence of malfunctions. | E1 机器人专用设施 |
| Examine aircraft access plates and doors for security. | E2 受管理的设施 |
| Examine landing gear, tires, and exteriors of fuselage, wings, and engines for evidence of damage or corrosion and the need for repairs. | E2 受管理的设施 |
| Inspect new, repaired, or modified aircraft to identify damage or defects and to assess airworthiness and conformance to standards, using checklists, hand tools, and test instruments. | E0 机器人不可 |
| Investigate air accidents and complaints to determine causes. | E0 机器人不可 |
| Conduct flight test programs to test equipment, instruments, and systems under a variety of conditions, using both manual and automatic controls. | E0 机器人不可 |
职业信息
就业展望（BLS）
这些数值属于整个 SOC 53-6051 组（Transportation inspectors），并非仅属于该 O*NET 职业。
- 就业人数，2025
- 25K
- 预计就业人数，2035
- 26K
- 变化 (2025–35)
- +2.2%
- 年薪中位数，2025
- $92,100
- 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 |
|---|---|---|---|
| 75211 | 비행기 정비원 | 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 3257Environmental and Occupational Health Inspectors and Associates
环境与职业卫生检查员及助理人员
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。
Environmental and occupational health inspectors and associates investigate the implementation of rules and regulations relating to environmental factors that may affect human health, safety in the workplace, and safety of processes for the production of goods and services. They may implement and evaluate programmes to restore or improve safety and sanitary conditions under the supervision of a health professional.
任务
- (a) advising employers’ and workers’ representatives on the implementation of government and other rules and regulations concerning occupational safety and the working environment;
- (b) inspecting places of work to ensure that the working environment, machinery and equipment conform to government and other rules, regulations and standards related to sanitation and/or occupational and environmental health and safety;
- (c) giving advice on environmental sanitary problems and techniques;
- (d) inspecting places of work and, by interviews, observations and other means, obtaining information about work practices and accidents to determine compliance with safety rules and regulations;
- (e) inspecting areas of production, processing, transport, handling, storage and sale of products to ensure conformity with government and other rules, regulations and standards;
- (f) advising enterprises and the general public on the implementation of government and other rules and regulations concerning hygiene, sanitation, purity and grading of primary products, food, drugs, cosmetics and similar goods;
- (g) inspecting establishments to ensure that they conform to government and other rules and regulations concerning emission of pollutants and disposal of dangerous wastes;
- (h) initiating action to maintain or improve hygiene and prevent pollution of water, air, food or soil;
- (i) promoting preventive and corrective measures such as control of disease carrying organisms and of harmful substances in the air, hygienic food handling, proper disposal of waste and cleaning of public places;
- (j) estimating quantities and costs of materials and labour required for health, safety and sanitation remediation projects;
职业示例
Food sanitation and safety inspector · Health inspector · Occupational health and safety inspector · Pollution inspector · Production safety inspector · Sanitarian · Sanitary inspector
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。
- aviation inspectorESCO 3154.2范围相同
Aviation inspectors perform inspections of the procedures followed in the matters of maintenance, air navigational aids, air traffic controls, and communications equipment. They check compliance with ICAO, EU, national and environmental regulations.
- aircraft assembly inspectorESCO 7543.7.1本职业范围更宽
Aircraft assembly inspectors use measuring and testing equipment to inspect and monitor aircraft assemblies to ensure conformity to engineering specifications and to safety standards and regulations. They examine the assemblies to detect malfunction or damage and check repair work. They also provide detailed inspection documentation and recommend action where problems were discovered.
- aviation safety officerESCO 3119.3有重叠，但不相同
Aviation safety officers plan and develop safety procedures for aviation companies. They study safety regulations and restrictions relative to aviation company operations. Hence, they direct activities of personnel in order to safeguard the application of safety measures in compliance with 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 |
|---|---|---|
| H1506 | Contrôleur / Contrôleuse technique en métallurgie | 相关，但不对应 |
| I1602 | Mécanicien / Mécanicienne avion | 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 |
|---|---|---|
| 3160 | Técnicos de control de calidad de las ciencias físicas, químicas y de las ingenierías | 本职业范围更窄 |
| 3155 | Técnicos en seguridad aeronáutica | 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 |
|---|---|---|
| 51123 | Berufe im technischen Luftverkehrsbetrieb - komplexe Spezialistentätigkeiten | 本职业范围更宽 |
| 51233 | Berufe in der Flugsicherungstechnik - komplexe Spezialistentätigkeiten | 相关，但不对应暂定 |
| 51534 | Berufe in der Überwachung und Steuerung des Luftverkehrsbetriebs - hoch komplexe Tätigkeiten | 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 |
|---|---|---|
| 584 | 輸送機械検査従事者（自動車を除く） | 有重叠，但不相同 |
| 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