Helpers--Installation, Maintenance, and Repair Workers
Installation, Maintenance, and Repair Occupations- O*NET-SOC 代码
- 49-9098.00
Help installation, maintenance, and repair workers in maintenance, parts replacement, and repair of vehicles, industrial machinery, and electrical and electronic equipment. Perform duties such as furnishing tools, materials, and supplies to other workers; cleaning work area, machines, and tools; and holding materials or tools for other workers.
- 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
0.11
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 16 项 · β ≥ 0.5 的任务 1 项(6.3%)
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
| Task (O*NET 20.1) | Claude.aiRaw / share % |
|---|---|
Examine and test machinery, equipment, components, and parts for defects to ensure proper functioning.49-9098.00 | 0.0016100.0 |
| Not observed on any surface — 15 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. | |
Tend and observe equipment and machinery to verify efficient and safe operation. | —0 |
Adjust, connect, or disconnect wiring, piping, tubing, and other parts, using hand or power tools. | —0 |
Install or replace machinery, equipment, and new or replacement parts and instruments, using hand or power tools. | —0 |
Clean or lubricate vehicles, machinery, equipment, instruments, tools, work areas, and other objects, using hand tools, power tools, and cleaning equipment. | —0 |
Apply protective materials to equipment, components, and parts to prevent defects and corrosion. | —0 |
Transfer tools, parts, equipment, and supplies to and from work stations and other areas. | —0 |
Disassemble broken or defective equipment to facilitate repair and reassemble equipment when repairs are complete. | —0 |
Assemble and maintain physical structures, using hand or power tools. | —0 |
Position vehicles, machinery, equipment, physical structures, and other objects for assembly or installation, using hand tools, power tools, and moving equipment. | —0 |
Hold or supply tools, parts, equipment, and supplies for other workers. | —0 |
Adjust, maintain, and repair tools, equipment, and machines, and assist more skilled workers with similar tasks. | —0 |
Prepare work stations for use by mechanics and repairers. | —0 |
Order new parts to maintain inventory. | —0 |
Diagnose electrical problems and install and rewire electrical components. | —0 |
Design, weld, and fabricate parts, using blueprints or other mechanical plans. | —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 |
|---|---|
Order new parts to maintain inventory.O*NET Task ID 20151 | 0.5 |
Tend and observe equipment and machinery to verify efficient and safe operation.O*NET Task ID 3080 | 0.0 |
Examine and test machinery, equipment, components, and parts for defects to ensure proper functioning.O*NET Task ID 3081 | 0.0 |
Adjust, connect, or disconnect wiring, piping, tubing, and other parts, using hand or power tools.O*NET Task ID 3082 | 0.0 |
Install or replace machinery, equipment, and new or replacement parts and instruments, using hand or power tools.O*NET Task ID 3083 | 0.0 |
Clean or lubricate vehicles, machinery, equipment, instruments, tools, work areas, and other objects, using hand tools, power tools, and cleaning equipment.O*NET Task ID 3084 | 0.0 |
Apply protective materials to equipment, components, and parts to prevent defects and corrosion.O*NET Task ID 3085 | 0.0 |
Transfer tools, parts, equipment, and supplies to and from work stations and other areas.O*NET Task ID 3086 | 0.0 |
Disassemble broken or defective equipment to facilitate repair and reassemble equipment when repairs are complete.O*NET Task ID 3087 | 0.0 |
Assemble and maintain physical structures, using hand or power tools.O*NET Task ID 3088 | 0.0 |
Position vehicles, machinery, equipment, physical structures, and other objects for assembly or installation, using hand tools, power tools, and moving equipment.O*NET Task ID 3090 | 0.0 |
Hold or supply tools, parts, equipment, and supplies for other workers.O*NET Task ID 3091 | 0.0 |
Prepare work stations for use by mechanics and repairers.O*NET Task ID 3092 | 0.0 |
Adjust, maintain, and repair tools, equipment, and machines, and assist more skilled workers with similar tasks.O*NET Task ID 20150 | 0.0 |
Diagnose electrical problems and install and rewire electrical components.O*NET Task ID 20152 | 0.0 |
Design, weld, and fabricate parts, using blueprints or other mechanical plans.O*NET Task ID 20153 | 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(16 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 |
|---|---|
| Tend and observe equipment and machinery to verify efficient and safe operation. | 核心 |
| Examine and test machinery, equipment, components, and parts for defects to ensure proper functioning. | 核心 |
| Adjust, connect, or disconnect wiring, piping, tubing, and other parts, using hand or power tools. | 核心 |
| Install or replace machinery, equipment, and new or replacement parts and instruments, using hand or power tools. | 核心 |
| Clean or lubricate vehicles, machinery, equipment, instruments, tools, work areas, and other objects, using hand tools, power tools, and cleaning equipment. | 核心 |
| Apply protective materials to equipment, components, and parts to prevent defects and corrosion. | 核心 |
| Transfer tools, parts, equipment, and supplies to and from work stations and other areas. | 核心 |
| Disassemble broken or defective equipment to facilitate repair and reassemble equipment when repairs are complete. | 核心 |
| Position vehicles, machinery, equipment, physical structures, and other objects for assembly or installation, using hand tools, power tools, and moving equipment. | 核心 |
| Hold or supply tools, parts, equipment, and supplies for other workers. | 核心 |
| Adjust, maintain, and repair tools, equipment, and machines, and assist more skilled workers with similar tasks. | 核心 |
| Order new parts to maintain inventory. | 核心 |
| Diagnose electrical problems and install and rewire electrical components. | 核心 |
| Design, weld, and fabricate parts, using blueprints or other mechanical plans. | 核心 |
| Assemble and maintain physical structures, using hand or power tools. | 补充 |
| Prepare work stations for use by mechanics and repairers. | 补充 |
1.01/ 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 |
|---|---|
| Tend and observe equipment and machinery to verify efficient and safe operation. | E2 受管理的设施 |
| Examine and test machinery, equipment, components, and parts for defects to ensure proper functioning. | E1 机器人专用设施 |
| Adjust, connect, or disconnect wiring, piping, tubing, and other parts, using hand or power tools. | E1 机器人专用设施 |
| Install or replace machinery, equipment, and new or replacement parts and instruments, using hand or power tools. | E1 机器人专用设施 |
| Clean or lubricate vehicles, machinery, equipment, instruments, tools, work areas, and other objects, using hand tools, power tools, and cleaning equipment. | E1 机器人专用设施 |
| Apply protective materials to equipment, components, and parts to prevent defects and corrosion. | E1 机器人专用设施 |
| Transfer tools, parts, equipment, and supplies to and from work stations and other areas. | E2 受管理的设施 |
| Disassemble broken or defective equipment to facilitate repair and reassemble equipment when repairs are complete. | E1 机器人专用设施 |
| Position vehicles, machinery, equipment, physical structures, and other objects for assembly or installation, using hand tools, power tools, and moving equipment. | E1 机器人专用设施 |
| Hold or supply tools, parts, equipment, and supplies for other workers. | E1 机器人专用设施 |
| Adjust, maintain, and repair tools, equipment, and machines, and assist more skilled workers with similar tasks. | E0 机器人不可 |
| Diagnose electrical problems and install and rewire electrical components. | E1 机器人专用设施 |
| Design, weld, and fabricate parts, using blueprints or other mechanical plans. | E1 机器人专用设施 |
| Assemble and maintain physical structures, using hand or power tools. | E0 机器人不可 |
| Prepare work stations for use by mechanics and repairers. | E1 机器人专用设施 |
职业信息
就业展望(BLS)
- 就业人数,2025
- 97K
- 预计就业人数,2035
- 102K
- 变化 (2025–35)
- +5.3%
- 年薪中位数,2025
- $39,630
- 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 |
|---|---|---|---|
| 93099 | 그 외 제조 관련 단순 종사원 | 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 9622Odd Job Persons
杂务工
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。
Odd job persons clean, paint and maintain buildings, grounds and facilities, and undertake simple repairs.
任务
- (a) repairing broken windows, screens, doors, fences, barbecues, picnic tables, shelves, cupboards and other items;
- (b) replacing defective items such as light bulbs;
- (c) repairing and painting interior and exterior surfaces such as walls, ceilings and fences;
- (d) adjusting doors and windows;
- (e) replacing tap washers;
- (f) putting up handrails and grab rails;
- (g) unloading coal or wood and putting it into cellars of private households or establishments.
职业示例
Handyperson · Hotel useful · Odd-job person
Sources: ILO ISCO-08 — details: Credits
ESCO 职业词汇
ISCO-08 9622
- handymanESCO 9622.1
Handymen perform various maintenance and repair activities for buildings, grounds and other facilities. They repair and renovate structures and components, fences, gates and roofs, assemble furniture and perform plumbing and electrical activities. They check heating and ventilation systems, air quality and humidity in the building.
这些是 ESCO 归入上方所关联 ISCO-08 职业组之下的 ESCO 职业;它们并未与本职业逐项对应。
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 |
|---|---|---|
| I1310 | Mécanicien / Mécanicienne de maintenance industrielle | 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 |
|---|---|---|
| 9490 | Otras ocupaciones elementales | 相关,但不对应 |
| 9700 | Peones de las industrias manufactureras | 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 |
|---|---|---|
| 25101 | Berufe in der Maschinenbau- und Betriebstechnik (ohne Spezialisierung) - Helfer-/Anlerntätigkeiten | 有重叠,但不相同暂定 |
| 25201 | Berufe in der Fahrzeugtechnik (ohne Spezialisierung) - Helfer-/Anlerntätigkeiten | 有重叠,但不相同暂定 |
| 26301 | Berufe in der Elektrotechnik (ohne Spezialisierung) - Helfer-/Anlerntätigkeiten | 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 |
|---|---|---|
| 551 | はん用・生産用・業務用機械器具整備・修理従事者 | 相关,但不对应暂定 |
| 553 | 自動車整備・修理従事者 | 相关,但不对应暂定 |
| 739 | その他の運搬・清掃・包装等従事者 | 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