Cutting and Slicing Machine Setters, Operators, and Tenders
Production Occupations- O*NET-SOC 代码
- 51-9032.00
Set up, operate, or tend machines that cut or slice materials, such as glass, stone, cork, rubber, tobacco, food, paper, or insulating material.
- 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
0.032
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
0.23
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 28 项 · β ≥ 0.5 的任务 2 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
| Task (O*NET 20.1) | Claude.aiRaw / share % |
|---|---|
Review work orders, blueprints, specifications, or job samples to determine components, settings, and adjustments for cutting and slicing machines.51-9032.00 | 0.0015100.0 |
| Not observed on any surface — 27 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. | |
Examine, measure, and weigh materials or products to verify conformance to specifications, using measuring devices such as rulers, micrometers, or scales. | —0 |
Set up, operate, or tend machines that cut or slice materials, such as glass, stone, cork, rubber, tobacco, food, paper, or insulating material. | —0 |
Stack and sort cut material for packaging, further processing, or shipping, according to types and sizes of material. | —0 |
Type instructions on computer keyboards, push buttons to activate computer programs, or manually set cutting guides, clamps, and knives. | —0 |
Remove defective or substandard materials from machines, and readjust machine components so that products meet standards. | —0 |
Press buttons, pull levers, or depress pedals to start and operate cutting and slicing machines. | —0 |
Adjust machine controls to alter position, alignment, speed, or pressure. | —0 |
Maintain production records, such as quantities, types, and dimensions of materials produced. | —0 |
Monitor operation of cutting or slicing machines to detect malfunctions or to determine whether supplies need replenishment. | —0 |
Start machines to verify setups, and make any necessary adjustments. | —0 |
Remove completed materials or products from cutting or slicing machines, and stack or store them for additional processing. | —0 |
Select and install machine components such as cutting blades, rollers, and templates, according to specifications, using hand tools. | —0 |
Move stock or scrap to and from machines manually, or by using carts, handtrucks, or lift trucks. | —0 |
Clean and lubricate cutting machines, conveyors, blades, saws, or knives, using steam hoses, scrapers, brushes, or oil cans. | —0 |
Operate cranes, or signal crane operators to position or remove stone from cars or saw beds. | —0 |
Feed stock into cutting machines, onto conveyors, or under cutting blades, by threading, guiding, pushing, or turning handwheels. | —0 |
Position stock along cutting lines, or against stops on beds of scoring or cutting machines. | —0 |
Start pumps to circulate water and abrasives onto blades or cables during cutting. | —0 |
Change or replace saw blades, cables, cutter heads, and grinding wheels, using hand tools. | —0 |
Mark cutting lines or identifying information on stock, using marking pencils, rulers, or scribes. | —0 |
Turn cranks or press buttons to activate winches that move cars under sawing cables or saw frames. | —0 |
Position width gauge blocks between blades, and level blades and insert wedges into frames to secure blades to frames. | —0 |
Direct workers on cutting teams. | —0 |
Tighten pulleys or add abrasives to maintain cutting speeds. | —0 |
Cut stock manually to prepare for machine cutting, using tools such as knives, cleavers, handsaws, or hammers and chisels. | —0 |
Sharpen cutting blades, knives, or saws, using files, bench grinders, or honing stones. | —0 |
Wash stones, using water hoses. | —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 |
|---|---|
Maintain production records, such as quantities, types, and dimensions of materials produced.O*NET Task ID 12424 | 1.0 |
Review work orders, blueprints, specifications, or job samples to determine components, settings, and adjustments for cutting and slicing machines.O*NET Task ID 12419 | 0.5 |
Examine, measure, and weigh materials or products to verify conformance to specifications, using measuring devices, such as rulers, micrometers, or scales.O*NET Task ID 12416 | 0.0 |
Set up, operate, or tend machines that cut or slice materials, such as glass, stone, cork, rubber, tobacco, food, paper, or insulating material.O*NET Task ID 12417 | 0.0 |
Stack and sort cut material for packaging, further processing, or shipping, according to types and sizes of material.O*NET Task ID 12418 | 0.0 |
Type instructions on computer keyboards, push buttons to activate computer programs, or manually set cutting guides, clamps, and knives.O*NET Task ID 12420 | 0.0 |
Remove defective or substandard materials from machines, and readjust machine components so that products meet standards.O*NET Task ID 12421 | 0.0 |
Press buttons, pull levers, or depress pedals to start and operate cutting and slicing machines.O*NET Task ID 12422 | 0.0 |
Adjust machine controls to alter position, alignment, speed, or pressure.O*NET Task ID 12423 | 0.0 |
Monitor operation of cutting or slicing machines to detect malfunctions or to determine whether supplies need replenishment.O*NET Task ID 12425 | 0.0 |
Start machines to verify setups, and make any necessary adjustments.O*NET Task ID 12426 | 0.0 |
Remove completed materials or products from cutting or slicing machines, and stack or store them for additional processing.O*NET Task ID 12427 | 0.0 |
Select and install machine components, such as cutting blades, rollers, and templates, according to specifications, using hand tools.O*NET Task ID 12428 | 0.0 |
Move stock or scrap to and from machines manually, or by using carts, handtrucks, or lift trucks.O*NET Task ID 12429 | 0.0 |
Clean and lubricate cutting machines, conveyors, blades, saws, or knives, using steam hoses, scrapers, brushes, or oil cans.O*NET Task ID 12430 | 0.0 |
Operate cranes, or signal crane operators to position or remove stone from cars or saw beds.O*NET Task ID 12431 | 0.0 |
Feed stock into cutting machines, onto conveyors, or under cutting blades, by threading, guiding, pushing, or turning handwheels.O*NET Task ID 12432 | 0.0 |
Position stock along cutting lines, or against stops on beds of scoring or cutting machines.O*NET Task ID 12433 | 0.0 |
Start pumps to circulate water and abrasives onto blades or cables during cutting.O*NET Task ID 12434 | 0.0 |
Change or replace saw blades, cables, cutter heads, and grinding wheels, using hand tools.O*NET Task ID 12435 | 0.0 |
Mark cutting lines or identifying information on stock, using marking pencils, rulers, or scribes.O*NET Task ID 12436 | 0.0 |
Turn cranks or press buttons to activate winches that move cars under sawing cables or saw frames.O*NET Task ID 12437 | 0.0 |
Position width gauge blocks between blades, and level blades and insert wedges into frames to secure blades to frames.O*NET Task ID 12438 | 0.0 |
Direct workers on cutting teams.O*NET Task ID 12439 | 0.0 |
Tighten pulleys or add abrasives to maintain cutting speeds.O*NET Task ID 12440 | 0.0 |
Cut stock manually to prepare for machine cutting, using tools such as knives, cleavers, handsaws, or hammers and chisels.O*NET Task ID 12441 | 0.0 |
Sharpen cutting blades, knives, or saws, using files, bench grinders, or honing stones.O*NET Task ID 12442 | 0.0 |
Wash stones, using water hoses.O*NET Task ID 12443 | 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(28 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 |
|---|---|
| Examine, measure, and weigh materials or products to verify conformance to specifications, using measuring devices, such as rulers, micrometers, or scales. | 核心 |
| Set up, operate, or tend machines that cut or slice materials, such as glass, stone, cork, rubber, tobacco, food, paper, or insulating material. | 核心 |
| Stack and sort cut material for packaging, further processing, or shipping, according to types and sizes of material. | 核心 |
| Review work orders, blueprints, specifications, or job samples to determine components, settings, and adjustments for cutting and slicing machines. | 核心 |
| Type instructions on computer keyboards, push buttons to activate computer programs, or manually set cutting guides, clamps, and knives. | 核心 |
| Remove defective or substandard materials from machines, and readjust machine components so that products meet standards. | 核心 |
| Press buttons, pull levers, or depress pedals to start and operate cutting and slicing machines. | 核心 |
| Adjust machine controls to alter position, alignment, speed, or pressure. | 核心 |
| Maintain production records, such as quantities, types, and dimensions of materials produced. | 核心 |
| Monitor operation of cutting or slicing machines to detect malfunctions or to determine whether supplies need replenishment. | 核心 |
| Start machines to verify setups, and make any necessary adjustments. | 核心 |
| Remove completed materials or products from cutting or slicing machines, and stack or store them for additional processing. | 核心 |
| Select and install machine components, such as cutting blades, rollers, and templates, according to specifications, using hand tools. | 核心 |
| Move stock or scrap to and from machines manually, or by using carts, handtrucks, or lift trucks. | 核心 |
| Clean and lubricate cutting machines, conveyors, blades, saws, or knives, using steam hoses, scrapers, brushes, or oil cans. | 核心 |
| Feed stock into cutting machines, onto conveyors, or under cutting blades, by threading, guiding, pushing, or turning handwheels. | 核心 |
| Position stock along cutting lines, or against stops on beds of scoring or cutting machines. | 核心 |
| Change or replace saw blades, cables, cutter heads, and grinding wheels, using hand tools. | 核心 |
| Mark cutting lines or identifying information on stock, using marking pencils, rulers, or scribes. | 核心 |
| Operate cranes, or signal crane operators to position or remove stone from cars or saw beds. | 补充 |
| Start pumps to circulate water and abrasives onto blades or cables during cutting. | 补充 |
| Turn cranks or press buttons to activate winches that move cars under sawing cables or saw frames. | 补充 |
| Position width gauge blocks between blades, and level blades and insert wedges into frames to secure blades to frames. | 补充 |
| Direct workers on cutting teams. | 补充 |
| Tighten pulleys or add abrasives to maintain cutting speeds. | 补充 |
| Cut stock manually to prepare for machine cutting, using tools such as knives, cleavers, handsaws, or hammers and chisels. | 补充 |
| Sharpen cutting blades, knives, or saws, using files, bench grinders, or honing stones. | 补充 |
| Wash stones, using water hoses. | 补充 |
0.94/ 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 |
|---|---|
| Examine, measure, and weigh materials or products to verify conformance to specifications, using measuring devices, such as rulers, micrometers, or scales. | E1 机器人专用设施 |
| Set up, operate, or tend machines that cut or slice materials, such as glass, stone, cork, rubber, tobacco, food, paper, or insulating material. | E1 机器人专用设施 |
| Stack and sort cut material for packaging, further processing, or shipping, according to types and sizes of material. | E1 机器人专用设施 |
| Remove defective or substandard materials from machines, and readjust machine components so that products meet standards. | E1 机器人专用设施 |
| Press buttons, pull levers, or depress pedals to start and operate cutting and slicing machines. | E1 机器人专用设施 |
| Adjust machine controls to alter position, alignment, speed, or pressure. | E2 受管理的设施 |
| Start machines to verify setups, and make any necessary adjustments. | E2 受管理的设施 |
| Remove completed materials or products from cutting or slicing machines, and stack or store them for additional processing. | E1 机器人专用设施 |
| Select and install machine components, such as cutting blades, rollers, and templates, according to specifications, using hand tools. | E0 机器人不可 |
| Move stock or scrap to and from machines manually, or by using carts, handtrucks, or lift trucks. | E2 受管理的设施 |
| Clean and lubricate cutting machines, conveyors, blades, saws, or knives, using steam hoses, scrapers, brushes, or oil cans. | E1 机器人专用设施 |
| Feed stock into cutting machines, onto conveyors, or under cutting blades, by threading, guiding, pushing, or turning handwheels. | E1 机器人专用设施 |
| Position stock along cutting lines, or against stops on beds of scoring or cutting machines. | E1 机器人专用设施 |
| Type instructions on computer keyboards, push buttons to activate computer programs, or manually set cutting guides, clamps, and knives. | E1 机器人专用设施 |
| Change or replace saw blades, cables, cutter heads, and grinding wheels, using hand tools. | E1 机器人专用设施 |
| Mark cutting lines or identifying information on stock, using marking pencils, rulers, or scribes. | E1 机器人专用设施 |
| Turn cranks or press buttons to activate winches that move cars under sawing cables or saw frames. | E1 机器人专用设施 |
| Position width gauge blocks between blades, and level blades and insert wedges into frames to secure blades to frames. | E1 机器人专用设施 |
| Tighten pulleys or add abrasives to maintain cutting speeds. | E1 机器人专用设施 |
| Cut stock manually to prepare for machine cutting, using tools such as knives, cleavers, handsaws, or hammers and chisels. | E1 机器人专用设施 |
| Sharpen cutting blades, knives, or saws, using files, bench grinders, or honing stones. | E1 机器人专用设施 |
职业信息
就业展望(BLS)
- 就业人数,2025
- 46K
- 预计就业人数,2035
- 46K
- 变化 (2025–35)
- -0.9%
- 年薪中位数,2025
- $46,570
- 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 |
|---|---|---|---|
| 84342 | 석제품 가공기 조작원 | 有重叠,但不相同 | 已确认 |
| 89909 | 그 외 기계 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 8114Cement, Stone and Other Mineral Products Machine Operators
水泥、石材及其他矿物制品机器操作工
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。
- automated cutting machine operatorESCO 8156.1本职业范围更宽
Automated cutting machine operators send files from the computer to the cutting machine, place the material to be cut, and they digitize and select the fault in the materials surface in order to perform the nesting of the parts, unless the machine makes it automatically. They give the order to the machine to cut, they also collect the cut pieces and does the final quality control analysis against specifications and quality requirements. They also monitor the status of the cutting machine working devices.
- cutting machine operatorESCO 8156.2.1本职业范围更宽
Cutting machine operators check leather, textiles, synthetic materials, dyes and footwear. They select areas of materials to be cut in terms of quality and stretch direction, take the decision of where and how to cut and programme and execute specific technology or machine. The equipment used for large surfaces of materials is frequently an automatic knife. Cutting machine operators position and handle leather or other materials. They adjust cutting machines, match footwear components and pieces, and check cut pieces against specifications and quality requirements.
- paper cutter operatorESCO 8143.6本职业范围更宽
Paper cutter operators tend a machine that cuts paper to the desired size and shape. Paper cutters may also cut and perforate other materials that come in sheets, such as metal foil.
- rubber cutting machine tenderESCO 8141.1.4本职业范围更宽
Rubber cutting machine tenders operate the machine that cuts rubber stock into slabs. They take the slab of the conveyor and put it on a pallet, spraying a chemical solution on each slab to prevent sticking.
- veneer slicer operatorESCO 8172.5.4本职业范围更宽
Veneer slicer operators slice lumber into thin sheets to be used as a cover for other materials, such as particle board or fibre board. Veneer slicers may use various machines to obtain different cuts of wood: a rotary lathe to produce cuts peripendicular to the growth rings, a slicing machine to create plank-like cuts, or a half-round lathe which gives the operator the freedom to make a selection of the most interesting cuts.
- water jet cutter operatorESCO 7223.4.8本职业范围更宽
Water jet cutter operators set up and operate a water jet cutter, designed to cut excess material from a metal workpiece by using a high-pressure jet of water, or an abrasive substance mixed with water.
- slitter operatorESCO 8189.2有重叠,但不相同
Slitter operators set up, operate, or tend machines, in order to cut, slit, bend, or straighten sheets of metal, paper, or other materials to specific widths. Slitter operators must also ensure quality, by examining various end-products and observing pre-defined tolerances.
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 |
|---|---|---|
| E1302 | Conducteur / Conductrice de machines de façonnage routage | 相关,但不对应 |
| H2811 | Plieur / Plieuse de verre plat | 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 |
|---|---|---|
| 8114 | Operadores de maquinaria para fabricar productos derivados de minerales no metálicos | 本职业范围更宽暂定 |
| 8141 | Operadores de máquinas para fabricar productos de caucho y derivados de resinas naturales | 本职业范围更宽暂定 |
| 8143 | Operadores de máquinas para fabricar productos de papel y cartón | 相关,但不对应 |
| 8144 | Operadores de serrerías, de máquinas de fabricación de tableros y de instalaciones afines para el tratamiento de la madera y el corcho | 相关,但不对应 |
| 8160 | Operadores de máquinas para elaborar productos alimenticios, bebidas y tabaco | 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 |
|---|---|---|
| 23122 | Berufe in der Papierverarbeitung und Verpackungstechnik - fachlich ausgerichtete Tätigkeiten | 相关,但不对应 |
| 29272 | Berufe in der Tabakwarenherstellung - 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 |
|---|---|---|
| 532 | 窯業・土石製品製造従事者 | 相关,但不对应 |
| 533 | 食料品製造従事者 | 相关,但不对应 |
| 538 | ゴム・プラスチック製品製造従事者 | 相关,但不对应 |
| 536 | 木・紙製品製造従事者 | 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