Textile Cutting Machine Setters, Operators, and Tenders
Production Occupations- O*NET-SOC 代码
- 51-6062.00
Set up, operate, or tend machines that cut textiles.
- 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
0.015
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
0.09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 18 项 · β ≥ 0.5 的任务 4 项（22.2%）
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. 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 |
|---|---|
Record information about work completed and machine settings.O*NET Task ID 14155 | 1.0 |
Program electronic equipment.O*NET Task ID 14161 | 1.0 |
Study guides, samples, charts, and specification sheets or confer with supervisors or engineering staff to determine set-up requirements.O*NET Task ID 14157 | 0.5 |
Inspect products to ensure that the quality standards and specifications are met.O*NET Task ID 21156 | 0.5 |
Place patterns on top of layers of fabric and cut fabric following patterns, using electric or manual knives, cutters, or computer numerically controlled cutting devices.O*NET Task ID 14145 | 0.0 |
Notify supervisors of mechanical malfunctions.O*NET Task ID 14146 | 0.0 |
Repair or replace worn or defective parts or components, using hand tools.O*NET Task ID 14147 | 0.0 |
Adjust cutting techniques to types of fabrics and styles of garments.O*NET Task ID 14148 | 0.0 |
Inspect machinery to determine whether repairs are needed.O*NET Task ID 14149 | 0.0 |
Adjust machine controls, such as heating mechanisms, tensions, or speeds, to produce specified products.O*NET Task ID 14150 | 0.0 |
Confer with coworkers to obtain information about orders, processes, or problems.O*NET Task ID 14152 | 0.0 |
Start machines, monitor operations, and make adjustments as needed.O*NET Task ID 14153 | 0.0 |
Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oilcans, and grease guns.O*NET Task ID 14154 | 0.0 |
Operate machines to cut multiple layers of fabric into parts for articles such as canvas goods, house furnishings, garments, hats, or stuffed toys.O*NET Task ID 14156 | 0.0 |
Operate machines for test runs to verify adjustments and to obtain product samples.O*NET Task ID 14158 | 0.0 |
Stop machines when specified amounts of product have been produced.O*NET Task ID 14159 | 0.0 |
Install, level, and align components, such as gears, chains, guides, dies, cutters, or needles, to set up machinery for operation.O*NET Task ID 14160 | 0.0 |
Thread yarn, thread, or fabric through guides, needles, and rollers of machines.O*NET Task ID 14162 | 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（18 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 |
|---|---|
| Place patterns on top of layers of fabric and cut fabric following patterns, using electric or manual knives, cutters, or computer numerically controlled cutting devices. | 核心 |
| Notify supervisors of mechanical malfunctions. | 核心 |
| Repair or replace worn or defective parts or components, using hand tools. | 核心 |
| Inspect machinery to determine whether repairs are needed. | 核心 |
| Adjust machine controls, such as heating mechanisms, tensions, or speeds, to produce specified products. | 核心 |
| Confer with coworkers to obtain information about orders, processes, or problems. | 核心 |
| Start machines, monitor operations, and make adjustments as needed. | 核心 |
| Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oilcans, and grease guns. | 核心 |
| Record information about work completed and machine settings. | 核心 |
| Inspect products to ensure that the quality standards and specifications are met. | 核心 |
| Adjust cutting techniques to types of fabrics and styles of garments. | 补充 |
| Operate machines to cut multiple layers of fabric into parts for articles such as canvas goods, house furnishings, garments, hats, or stuffed toys. | 补充 |
| Study guides, samples, charts, and specification sheets or confer with supervisors or engineering staff to determine set-up requirements. | 补充 |
| Operate machines for test runs to verify adjustments and to obtain product samples. | 补充 |
| Stop machines when specified amounts of product have been produced. | 补充 |
| Install, level, and align components, such as gears, chains, guides, dies, cutters, or needles, to set up machinery for operation. | 补充 |
| Program electronic equipment. | 补充 |
| Thread yarn, thread, or fabric through guides, needles, and rollers of machines. | 补充 |
1.09/ 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 |
|---|---|
| Place patterns on top of layers of fabric and cut fabric following patterns, using electric or manual knives, cutters, or computer numerically controlled cutting devices. | E1 机器人专用设施 |
| Repair or replace worn or defective parts or components, using hand tools. | E1 机器人专用设施 |
| Inspect machinery to determine whether repairs are needed. | E1 机器人专用设施 |
| Adjust machine controls, such as heating mechanisms, tensions, or speeds, to produce specified products. | E2 受管理的设施 |
| Start machines, monitor operations, and make adjustments as needed. | E2 受管理的设施 |
| Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oilcans, and grease guns. | E1 机器人专用设施 |
| Inspect products to ensure that the quality standards and specifications are met. | E1 机器人专用设施 |
| Adjust cutting techniques to types of fabrics and styles of garments. | E2 受管理的设施 |
| Operate machines to cut multiple layers of fabric into parts for articles such as canvas goods, house furnishings, garments, hats, or stuffed toys. | E1 机器人专用设施 |
| Operate machines for test runs to verify adjustments and to obtain product samples. | E1 机器人专用设施 |
| Stop machines when specified amounts of product have been produced. | E2 受管理的设施 |
| Install, level, and align components, such as gears, chains, guides, dies, cutters, or needles, to set up machinery for operation. | E1 机器人专用设施 |
| Thread yarn, thread, or fabric through guides, needles, and rollers of machines. | E1 机器人专用设施 |
职业信息
就业展望（BLS）
- 就业人数，2025
- 9K
- 预计就业人数，2035
- 8K
- 变化 (2025–35)
- -13.6%
- 年薪中位数，2025
- $38,760
- 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 |
|---|---|---|---|
| 82292 | 자동 재단기 조작원 | 范围相同 | 已确认 |
| 72121 | 의복 재단사 | 有重叠，但不相同 | 已确认 |
| 72129 | 그 외 재단사 | 有重叠，但不相同 | 已审核 |
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 7532Garment and Related Patternmakers and Cutters
服装及有关制版工和裁剪工
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。
- cutting machine operatorESCO 8156.2.1范围相同
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.
- automated cutting machine operatorESCO 8156.1有重叠，但不相同
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.
- clothing cutterESCO 7532.2有重叠，但不相同
Clothing cutters mark, cut, shape, and trim textile or related materials according to blueprint or specification in the manufacture of wearing apparel.
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 |
|---|---|---|
| H2409 | Coupeur / Coupeuse en industrie textile et matériaux souples | 本职业范围更窄暂定 |
| H2426 | Chef / Cheffe d'équipe en atelier de coupe | 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 |
|---|---|---|
| 7833 | Cortadores de tejidos, cuero, piel y otros materiales | 有重叠，但不相同 |
| 8159 | Operadores de máquinas para fabricar productos textiles no clasificados bajo otros epígrafes | 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 |
|---|---|---|
| 28221 | Berufe in der Bekleidungs-, Hut- und Mützenherstellung - Helfer-/Anlerntätigkeiten | 相关，但不对应 |
| 28222 | Berufe in der Bekleidungs-, Hut- und Mützenherstellung - fachlich ausgerichtete Tätigkeiten | 相关，但不对应 |
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 |
|---|---|---|
| 535 | 紡織・衣服・繊維製品製造従事者 | 本职业范围更窄 |
| 505 | 紡織・衣服・繊維製品生産設備制御・監視員 | 相关，但不对应 |
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