O*NET-SOC 代码
47-2151.00

Lay pipe for storm or sanitation sewers, drains, and water mains. Perform any combination of the following tasks: grade trenches or culverts, position pipe, or seal joints.

  • 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

    来源数据集(XLSX 文件下载)

  • 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

    观测暴露度指数,按发布原值0–1

    以O*NET任务映射为基准

    按 SOC 2018 职业发布的数值;具有相同 SOC 2018 代码的所有 O*NET 职业均显示此值

    来源数据集(CSV 文件下载)

  • 数据来源: ILO发布时间: 2025

    0.18

    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

    来源数据集(PDF 文件下载)

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 14 项 · β ≥ 0.5 的任务 1 项(7.1%)

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

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.

Task (O*NET 27.2)βE1 + 0.5 × E2
Lay out pipe routes, following written instructions or blueprints and coordinating layouts with supervisors.

O*NET Task ID 11537

0.5
Check slopes for conformance to requirements, using levels or lasers.

O*NET Task ID 11530

0.0
Cover pipes with earth or other materials.

O*NET Task ID 11531

0.0
Connect pipe pieces and seal joints, using welding equipment, cement, or glue.

O*NET Task ID 11532

0.0
Cut pipes to required lengths.

O*NET Task ID 11533

0.0
Install or repair sanitary or stormwater sewer structures or pipe systems.

O*NET Task ID 11534

0.0
Install or use instruments such as lasers, grade rods, or transit levels.

O*NET Task ID 11535

0.0
Grade or level trench bases, using tamping machines or hand tools.

O*NET Task ID 11536

0.0
Align and position pipes to prepare them for welding or sealing.

O*NET Task ID 11538

0.0
Dig trenches to desired or required depths, by hand or using trenching tools.

O*NET Task ID 11539

0.0
Operate mechanized equipment, such as pickup trucks, rollers, tandem dump trucks, front-end loaders, or backhoes.

O*NET Task ID 11540

0.0
Train or supervise others in laying pipe.

O*NET Task ID 11541

0.0
Tap and drill holes into pipes to introduce auxiliary lines or devices.

O*NET Task ID 11542

0.0
Locate existing pipes needing repair or replacement, using magnetic or radio indicators.

O*NET Task ID 11543

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®, Eloundou et al. (2023): see full notices on the Credits page

O*NET 31.0 全部任务(14 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
Check slopes for conformance to requirements, using levels or lasers.核心
Cover pipes with earth or other materials.核心
Connect pipe pieces and seal joints, using welding equipment, cement, or glue.核心
Cut pipes to required lengths.核心
Install or repair sanitary or stormwater sewer structures or pipe systems.核心
Install or use instruments such as lasers, grade rods, or transit levels.核心
Grade or level trench bases, using tamping machines or hand tools.核心
Lay out pipe routes, following written instructions or blueprints and coordinating layouts with supervisors.核心
Align and position pipes to prepare them for welding or sealing.核心
Dig trenches to desired or required depths, by hand or using trenching tools.核心
Operate mechanized equipment, such as pickup trucks, rollers, tandem dump trucks, front-end loaders, or backhoes.核心
Train or supervise others in laying pipe.核心
Tap and drill holes into pipes to introduce auxiliary lines or devices.核心
Locate existing pipes needing repair or replacement, using magnetic or radio indicators.核心

职业信息

就业展望(BLS)

就业人数,2025
33K
预计就业人数,2035
32K
变化 (2025–35)
-3.1%
年薪中位数,2025
$49,000
入职通常所需学历
No formal educational credential
最低 $30,890BLS EP 2025–35 中 825 个细分职业的工资中位数范围最高 $559,030

来源: U.S. Bureau of Labor Statistics, Employment Projections 2025–35 — Employment by detailed occupation, 2025 and projected 2035

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
79211상·하수 배관공本职业范围更窄已确认
89903케이블 및 배관 부설기 조작원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 7126Plumbers and Pipe Fitters

    管道工和管道装配工

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。

Plumbers and pipe fitters assemble, install, repair and maintain pipe systems, drains, gutters, ducts and related fittings and fixtures for water, gas, drainage, sewerage, heating cooling and ventilation systems, and for hydraulic and pneumatic equipment.

任务

  • (a) examining blueprints, drawings and specifications to determine the layout of plumbing and ventilation systems and materials required;
  • (b) measuring, cutting, threading, bending, jointing, assembling, installing, maintaining and repairing pipes, fittings and fixtures of drainage, heating, ventilation, water supply and sewerage systems;
  • (c) installing gas appliances, dishwashers and water heaters, sinks and toilets using hand and power tools;
  • (d) laying clay, concrete or cast-iron pipes in ditches to form sewers, drains or water mains, or for other purposes;
  • (e) inspecting, examining and testing installed systems and pipes, using pressure gauge, hydrostatic testing, observation or other methods.

职业示例

Drain technician · Gas fitter · Pipe fitter · Pipe layer · Plumber · Ventilation pipe fitter

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。

  • civil engineering workerESCO 9312.1本职业范围更窄

    Civil engineering workers perform tasks concerning the cleaning and preparation of construction sites for civil engineering projects. This includes the work on building and maintenance of roads, railways and dams.

  • drainage workerESCO 9312.1.1本职业范围更宽

    Drainage workers assemble and maintain drainage and dewatering systems. They lay tubes or drainpipes to dry out the ground of a certain structure in order to put a hold to imminent groundwater. This work is usually performed under pavements and in basements.

  • sewer construction workerESCO 7126.11本职业范围更宽

    Sewer construction workers install sewer pipes to transport wastewater out of structures and to a body of water or treatment facility. They dig trenches and insert the pipes, making sure they have correct angle and are connected watertigh. Sewer construction workers also construct other elements of sewage infrastructure, such as manholes, and maintain and repair existing systems.

来源: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)

许可: CC BY 4.0 (EU Reuse Notice)

查看原文

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
F1705Poseur / Poseuse de canalisations范围相同暂定
F1704Manœuvre du Bâtiment et des Travaux Publics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
7223Instaladores de conductos en obra pública范围相同
9601Peones de obras públicas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
34322Berufe im Rohrleitungsbau - fachlich ausgerichtete Tätigkeiten有重叠,但不相同
32252Berufe im Kanal- und Tunnelbau - fachlich ausgerichtete Tätigkeiten有重叠,但不相同暂定

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
681土木従事者本职业范围更窄暂定
666配管従事者相关,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