Layout Workers, Metal and Plastic
Production Occupations- O*NET-SOC 代码
- 51-4192.00
Lay out reference points and dimensions on metal or plastic stock or workpieces, such as sheets, plates, tubes, structural shapes, castings, or machine parts, for further processing. Includes shipfitters.
- 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
0.20–0.21· ISCO-08 职业组 2 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 7213Sheet Metal Workers0.21
- ISCO-08 7222Toolmakers and Related Workers0.20
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 4 项(28.6%)
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 % |
|---|---|
Compute layout dimensions, and determine and mark reference points on metal stock or workpieces for further processing, such as welding and assembly.51-4192.00 | 0.0020100.0 |
| Not observed on any surface — 13 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. | |
Fit and align fabricated parts to be welded or assembled. | —0 |
Plan and develop layouts from blueprints and templates, applying knowledge of trigonometry, design, effects of heat, and properties of metals. | —0 |
Lay out and fabricate metal structural parts such as plates, bulkheads, and frames. | —0 |
Mark curves, lines, holes, dimensions, and welding symbols onto workpieces, using scribes, soapstones, punches, and hand drills. | —0 |
Locate center lines and verify template positions, using measuring instruments such as gauge blocks, height gauges, and dial indicators. | —0 |
Lift and position workpieces in relation to surface plates, manually or with hoists, and using parallel blocks and angle plates. | —0 |
Plan locations and sequences of cutting, drilling, bending, rolling, punching, and welding operations, using compasses, protractors, dividers, and rules. | —0 |
Inspect machined parts to verify conformance to specifications. | —0 |
Design and prepare templates of wood, paper, or metal. | —0 |
Brace parts in position within hulls or ships for riveting or welding. | —0 |
Add dimensional details to blueprints or drawings made by other workers. | —0 |
Install doors, hatches, brackets, and clips. | —0 |
Apply pigment to layout surfaces, using paint brushes. | —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 |
|---|---|
Plan and develop layouts from blueprints and templates, applying knowledge of trigonometry, design, effects of heat, and properties of metals.O*NET Task ID 10296 | 0.5 |
Plan locations and sequences of cutting, drilling, bending, rolling, punching, and welding operations, using compasses, protractors, dividers, and rules.O*NET Task ID 10302 | 0.5 |
Inspect machined parts to verify conformance to specifications.O*NET Task ID 10303 | 0.5 |
Add dimensional details to blueprints or drawings made by other workers.O*NET Task ID 10306 | 0.5 |
Fit and align fabricated parts to be welded or assembled.O*NET Task ID 10295 | 0.0 |
Lay out and fabricate metal structural parts such as plates, bulkheads, and frames.O*NET Task ID 10297 | 0.0 |
Mark curves, lines, holes, dimensions, and welding symbols onto workpieces, using scribes, soapstones, punches, and hand drills.O*NET Task ID 10298 | 0.0 |
Compute layout dimensions, and determine and mark reference points on metal stock or workpieces for further processing, such as welding and assembly.O*NET Task ID 10299 | 0.0 |
Locate center lines and verify template positions, using measuring instruments such as gauge blocks, height gauges, and dial indicators.O*NET Task ID 10300 | 0.0 |
Lift and position workpieces in relation to surface plates, manually or with hoists, and using parallel blocks and angle plates.O*NET Task ID 10301 | 0.0 |
Design and prepare templates of wood, paper, or metal.O*NET Task ID 10304 | 0.0 |
Brace parts in position within hulls or ships for riveting or welding.O*NET Task ID 10305 | 0.0 |
Install doors, hatches, brackets, and clips.O*NET Task ID 10307 | 0.0 |
Apply pigment to layout surfaces, using paint brushes.O*NET Task ID 10308 | 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(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 |
|---|---|
| Fit and align fabricated parts to be welded or assembled. | 核心 |
| Plan and develop layouts from blueprints and templates, applying knowledge of trigonometry, design, effects of heat, and properties of metals. | 核心 |
| Lay out and fabricate metal structural parts such as plates, bulkheads, and frames. | 核心 |
| Mark curves, lines, holes, dimensions, and welding symbols onto workpieces, using scribes, soapstones, punches, and hand drills. | 核心 |
| Compute layout dimensions, and determine and mark reference points on metal stock or workpieces for further processing, such as welding and assembly. | 核心 |
| Locate center lines and verify template positions, using measuring instruments such as gauge blocks, height gauges, and dial indicators. | 核心 |
| Lift and position workpieces in relation to surface plates, manually or with hoists, and using parallel blocks and angle plates. | 核心 |
| Plan locations and sequences of cutting, drilling, bending, rolling, punching, and welding operations, using compasses, protractors, dividers, and rules. | 核心 |
| Design and prepare templates of wood, paper, or metal. | 核心 |
| Inspect machined parts to verify conformance to specifications. | 补充 |
| Brace parts in position within hulls or ships for riveting or welding. | 补充 |
| Add dimensional details to blueprints or drawings made by other workers. | 补充 |
| Install doors, hatches, brackets, and clips. | 补充 |
| Apply pigment to layout surfaces, using paint brushes. | 补充 |
0.76/ 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 |
|---|---|
| Fit and align fabricated parts to be welded or assembled. | E1 机器人专用设施 |
| Lay out and fabricate metal structural parts such as plates, bulkheads, and frames. | E1 机器人专用设施 |
| Mark curves, lines, holes, dimensions, and welding symbols onto workpieces, using scribes, soapstones, punches, and hand drills. | E1 机器人专用设施 |
| Compute layout dimensions, and determine and mark reference points on metal stock or workpieces for further processing, such as welding and assembly. | E1 机器人专用设施 |
| Locate center lines and verify template positions, using measuring instruments such as gauge blocks, height gauges, and dial indicators. | E1 机器人专用设施 |
| Lift and position workpieces in relation to surface plates, manually or with hoists, and using parallel blocks and angle plates. | E1 机器人专用设施 |
| Design and prepare templates of wood, paper, or metal. | E1 机器人专用设施 |
| Inspect machined parts to verify conformance to specifications. | E1 机器人专用设施 |
| Brace parts in position within hulls or ships for riveting or welding. | E0 机器人不可 |
| Install doors, hatches, brackets, and clips. | E1 机器人专用设施 |
| Apply pigment to layout surfaces, using paint brushes. | E1 机器人专用设施 |
职业信息
就业展望(BLS)
- 就业人数,2025
- 6K
- 预计就业人数,2035
- 6K
- 变化 (2025–35)
- -3.4%
- 年薪中位数,2025
- $63,870
- 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 |
|---|---|---|---|
| 74040 | 제관원 | 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 7213Sheet Metal Workers
金属板材工
- ISCO-08 7222Toolmakers and Related Workers
工具制作工及有关人员
自行翻译
自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。
Sources: ILO ISCO-08 — details: Credits
ESCO 职业词汇
ISCO-08 7213
- container equipment assemblerESCO 7213.2
Container equipment assemblers manufacture containers such as boilers or pressure vessels. They read blueprints and technical drawings to assemble parts and to build piping and fittings.
- coppersmithESCO 7213.3
Coppersmiths craft and repair items made of non-ferrous metals such as copper, brass and similar materials. They shape and form the raw materials into objects of practical or artistic purpose using smithing tools. Professional coppersmiths create detailed and highly technical devices using appropriate smithing techniques.
- sheet metal workerESCO 7213.4
Sheet metal workers in construction use sheet metal to construct roofs, ducts for heating, ventilation and air-conditioning, gutters and other metal structures. They read plans and determine the type and amount of materials to be used, then measure, bend, cut, shape, and attach pieces of sheet metal to create the required structure.
- boilermakerESCO 7213.1
Boilermakers operate a variety of equipment and machinery to create, repipe and retube hot water and steam boilers, producing them in all steps of the production process. They cut, gouge and shape the metal sheets and tubes for the boilers to size, using oxy-acetylene gas torches, assemble them by shielded metal arc welding, gas metal arc welding or gas tungsten arc welding, and finish them by the approprate machine tools, power tools and coating.
ISCO-08 7222
- gunsmithESCO 7222.2
Gunsmiths modify and repair metal fabricated firearms for special costumer specifications. They use machines and hand tools such as planers, grinders and millers to alter and restore guns, and they may also apply engravings, carvings and other decorative finishing touches to the otherwise finished product.
- casting mould makerESCO 7222.1
Casting mould makers create metal, wooden or plastic models of the finished product to be cast. The patterns are then used to create moulds, eventually leading to the casting of the product of the same shape as the pattern.
- locksmithESCO 7222.3
Locksmiths install and repair mechanical and electronic lock systems using specialized tools. They cut and make duplicated keys for their clients and open locked doors in emergency situations. Locksmiths may also provide advice on security measures.
- precision mechanicESCO 7222.4
Precision mechanics manufacture precision metal components for machines and assemble them into functional units. They also build electronic measuring and control components. Precision mechanics use milling, drilling, grinding and honing machines.
- tool and die makerESCO 7222.5
Tool and die makers operate a variety of equipment and machinery designed to create metal tools and dies, which are both needed in several areas of manufacturing, and produce these tools in all steps of the production process. They design the tools and dies, then cut and shape them to size and finish them by manually operated machine tools, power tools, hand tools, or programming and tending CNC tool and die making machines.
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 |
|---|---|---|
| H2919 | Charpentier / Charpentière métallique en construction navale | 有重叠,但不相同 |
| H2902 | Chaudronnier / Chaudronnière | 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 |
|---|---|---|
| 7313 | Chapistas y caldereros | 相关,但不对应 |
| 7314 | Montadores de estructuras metálicas | 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 |
|---|---|---|
| 24212 | Berufe in der spanlosen Metallbearbeitung - fachlich ausgerichtete Tätigkeiten | 相关,但不对应暂定 |
| 24412 | Berufe im Metallbau - fachlich ausgerichtete Tätigkeiten | 相关,但不对应暂定 |
| 25242 | Berufe in der Schiffbautechnik - fachlich ausgerichtete 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 |
|---|---|---|
| 529 | その他の製品製造・加工処理従事者(金属製品) | 本职业范围更窄暂定 |
| 525 | 鉄工,製缶従事者 | 相关,但不对应暂定 |
| 591 | 生産関連作業従事者 | 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