Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
Production Occupations- O*NET-SOC 代码
- 51-4035.00
Set up, operate, or tend milling or planing machines to mill, plane, shape, groove, or profile metal or plastic work pieces.
- 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尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.17–0.18· 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 7223Metal Working Machine Tool Setters and Operators0.18
- ISCO-08 8142Plastic Products Machine Operators0.17
Task-level exposure
仅显示有暴露的工作已评分任务 15 项 · β ≥ 0.5 的任务 4 项(26.7%)
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 |
|---|---|
Compute dimensions, tolerances, and angles of workpieces or machines according to specifications and knowledge of metal properties and shop mathematics.O*NET Task ID 14006 | 1.0 |
Select cutting speeds, feed rates, and depths of cuts, applying knowledge of metal properties and shop mathematics.O*NET Task ID 14008 | 1.0 |
Record production output.O*NET Task ID 14012 | 1.0 |
Study blueprints, layouts, sketches, or work orders to assess workpiece specifications and to determine tooling instructions, tools and materials needed, and sequences of operations.O*NET Task ID 14004 | 0.5 |
Remove workpieces from machines, and check to ensure that they conform to specifications, using measuring instruments such as microscopes, gauges, calipers, and micrometers.O*NET Task ID 14001 | 0.0 |
Observe milling or planing machine operation, and adjust controls to ensure conformance with specified tolerances.O*NET Task ID 14002 | 0.0 |
Position and secure workpieces on machines, using holding devices, measuring instruments, hand tools, and hoists.O*NET Task ID 14003 | 0.0 |
Move controls to set cutting specifications, to position cutting tools and workpieces in relation to each other, and to start machines.O*NET Task ID 14005 | 0.0 |
Verify alignment of workpieces on machines, using measuring instruments such as rules, gauges, or calipers.O*NET Task ID 14007 | 0.0 |
Move cutters or material manually or by turning handwheels, or engage automatic feeding mechanisms to mill workpieces to specifications.O*NET Task ID 14009 | 0.0 |
Replace worn tools, using hand tools, and sharpen dull tools, using bench grinders.O*NET Task ID 14010 | 0.0 |
Select and install cutting tools and other accessories according to specifications, using hand tools or power tools.O*NET Task ID 14011 | 0.0 |
Turn valves or pull levers to start and regulate the flow of coolant or lubricant to work areas.O*NET Task ID 14013 | 0.0 |
Make templates or cutting tools.O*NET Task ID 14014 | 0.0 |
Mount attachments and tools, such as pantographs, engravers, or routers, to perform other operations, such as drilling or boring.O*NET Task ID 14015 | 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(15 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 |
|---|---|
| Remove workpieces from machines, and check to ensure that they conform to specifications, using measuring instruments such as microscopes, gauges, calipers, and micrometers. | 核心 |
| Observe milling or planing machine operation, and adjust controls to ensure conformance with specified tolerances. | 核心 |
| Position and secure workpieces on machines, using holding devices, measuring instruments, hand tools, and hoists. | 核心 |
| Study blueprints, layouts, sketches, or work orders to assess workpiece specifications and to determine tooling instructions, tools and materials needed, and sequences of operations. | 核心 |
| Move controls to set cutting specifications, to position cutting tools and workpieces in relation to each other, and to start machines. | 核心 |
| Compute dimensions, tolerances, and angles of workpieces or machines according to specifications and knowledge of metal properties and shop mathematics. | 核心 |
| Verify alignment of workpieces on machines, using measuring instruments such as rules, gauges, or calipers. | 核心 |
| Select cutting speeds, feed rates, and depths of cuts, applying knowledge of metal properties and shop mathematics. | 核心 |
| Move cutters or material manually or by turning handwheels, or engage automatic feeding mechanisms to mill workpieces to specifications. | 核心 |
| Replace worn tools, using hand tools, and sharpen dull tools, using bench grinders. | 核心 |
| Select and install cutting tools and other accessories according to specifications, using hand tools or power tools. | 核心 |
| Record production output. | 核心 |
| Turn valves or pull levers to start and regulate the flow of coolant or lubricant to work areas. | 核心 |
| Mount attachments and tools, such as pantographs, engravers, or routers, to perform other operations, such as drilling or boring. | 核心 |
| Make templates or cutting tools. | 补充 |
1.19/ 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 |
|---|---|
| Remove workpieces from machines, and check to ensure that they conform to specifications, using measuring instruments such as microscopes, gauges, calipers, and micrometers. | E1 机器人专用设施 |
| Observe milling or planing machine operation, and adjust controls to ensure conformance with specified tolerances. | E2 受管理的设施 |
| Position and secure workpieces on machines, using holding devices, measuring instruments, hand tools, and hoists. | E1 机器人专用设施 |
| Move controls to set cutting specifications, to position cutting tools and workpieces in relation to each other, and to start machines. | E1 机器人专用设施 |
| Verify alignment of workpieces on machines, using measuring instruments such as rules, gauges, or calipers. | E2 受管理的设施 |
| Move cutters or material manually or by turning handwheels, or engage automatic feeding mechanisms to mill workpieces to specifications. | E2 受管理的设施 |
| Replace worn tools, using hand tools, and sharpen dull tools, using bench grinders. | E1 机器人专用设施 |
| Select and install cutting tools and other accessories according to specifications, using hand tools or power tools. | E1 机器人专用设施 |
| Turn valves or pull levers to start and regulate the flow of coolant or lubricant to work areas. | E2 受管理的设施 |
| Mount attachments and tools, such as pantographs, engravers, or routers, to perform other operations, such as drilling or boring. | E1 机器人专用设施 |
| Make templates or cutting tools. | E1 机器人专用设施 |
职业信息
就业展望(BLS)
- 就业人数,2025
- 12K
- 预计就业人数,2035
- 11K
- 变化 (2025–35)
- -13.2%
- 年薪中位数,2025
- $52,800
- 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 |
|---|---|---|---|
| 85102 | 밀링기 조작원 | 本职业范围更宽 | 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 7223Metal Working Machine Tool Setters and Operators
金属加工机床调整工和操作工
- ISCO-08 8142Plastic Products Machine Operators
塑料制品机器操作工
自行翻译
自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。
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。
- computer numerical control machine operatorESCO 7223.4本职业范围更窄
Computer numerical control machine operators set-up, maintain and control a computer numerical control machine in order to execute the product orders. They are responsible for programming the machines, ensuring the required parameters and measurements are met while maintaining the quality and safety standards.
- metal planer operatorESCO 7223.12本职业范围更宽
Metal planer operators set up and operate a planer, which is a metalworking machine designed to cut excess material from a metal workpiece using linear relative motion between the planer's cutting tool and the workpiece in order to create a linear toolpath and cut.
- milling machine operatorESCO 7223.4.6本职业范围更宽
Milling machine operators set up, program and control milling machines, designed to cut excess material from metal workpieces using a computer-controlled rotary-cutting, milling cutter. They read milling machine blueprints and tooling instructions, perform regular machine maintenance, and make adjustments to the milling controls, such as the depth of cuts or the rotation speed.
- cylindrical grinder operatorESCO 8122.4有重叠,但不相同
Cylindrical grinding operators set up and tend cylindrical grinding machines designed to apply abrasive processes in order to remove small amounts of excess material and smoothen metal workpieces by multiple abrasive grinding wheels with diamond teeth as a cutting device for very precise and light cuts, as the workpiece is fed past it and formed into a cylinder.
- grinding machine operatorESCO 7223.4.2有重叠,但不相同
Grinding machine operators set up, program and control grinding machines, designed to apply abrasive processes in order to remove small amounts of excess material and smoothen metal workpieces by using an abrasive wheel with diamond teeth as a cutting device for very precise and light cuts. They read grinding machine blueprints and tooling instructions, perform regular machine maintenance, and make adjustments to the grinding controls, such as the depth of cuts and the rotation speed.
- metal sawing machine operatorESCO 7223.4.5有重叠,但不相同
Metal sawing machine operators set up and operate metal sawing machines designed to cut excess metal from a metal workpiece by the use of a (or several) large toothed-edges blade(s). They also trim clean finished shapes out of metal using tin snips, metal shears or wire cutters. They also smoothen and trim sharp or rough edges using various tools.
- planer thicknesser operatorESCO 8172.5.2有重叠,但不相同
Planer thicknesser operators use machinery to shave wood planks to a uniform thickness. The machine usually planes both sides of the plank in one operation. They feed the plank into the machine carefully to prevent excess planing at the edge known as 'snipe'.
- router operatorESCO 7223.17有重叠,但不相同
Router operators set up and operate multi-spindle routing machines, in order to hollow-out or cut various hard materials such as wood, composites, aluminium, steel, plastics; and others, such as foams. They are also able to read blueprints to determine cutting locations and specific sizes.
- wood router operatorESCO 8172.5.5有重叠,但不相同
Wood router operators work with industrial routers to cut wood into the desired shape. Routers have a routing head that moves over the wood, going up and down to regulate the depth of the incision. Contemporary industrial wood routers usually are computer controlled for extremely fine and consistent results.
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 |
|---|---|---|
| H2903 | Usineur / Usineuse | 本职业范围更窄暂定 |
| H2912 | Régleur / Régleuse d'équipements industriels | 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 |
|---|---|---|
| 7323 | Ajustadores y operadores de máquinas-herramienta | 本职业范围更窄暂定 |
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 |
|---|---|---|
| 24232 | Berufe in der spanenden Metallbearbeitung - fachlich ausgerichtete Tätigkeiten | 本职业范围更窄暂定 |
| 24201 | Berufe in der Metallbearbeitung (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 |
|---|---|---|
| 523 | 金属工作機械作業従事者 | 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