Textile Knitting and Weaving Machine Setters, Operators, and Tenders
Production Occupations- O*NET-SOC 代码
- 51-6063.00
Set up, operate, or tend machines that knit, loop, weave, or draw in 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
0.032
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
0.16
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 20 项 · β ≥ 0.5 的任务 4 项（20.0%）
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
- 已评分任务中有 1 项不在 O*NET 31.0 任务列表中，其分数按 O*NET 27.2 的发布值保留。
- 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 14172 | 1.0 |
Program electronic equipment.O*NET Task ID 14178 | 1.0 |
Study guides, loom patterns, samples, charts, or specification sheets, or confer with supervisors or engineering staff to determine setup requirements.O*NET Task ID 14179 | 1.0 |
Observe woven cloth to detect weaving defects.O*NET Task ID 14165 | 0.5 |
Remove defects in cloth by cutting and pulling out filling.O*NET Task ID 14163 | 0.0 |
Inspect products to ensure that specifications are met and to determine if machines need adjustment.O*NET Task ID 14164 | 0.0 |
Thread yarn, thread, and fabric through guides, needles, and rollers of machines for weaving, knitting, or other processing.O*NET Task ID 14166 | 0.0 |
Examine looms to determine causes of loom stoppage, such as warp filling, harness breaks, or mechanical defects.O*NET Task ID 14167 | 0.0 |
Notify supervisors or repair staff of mechanical malfunctions.O*NET Task ID 14168 | 0.0 |
Set up, or set up and operate textile machines that perform textile processing and manufacturing operations such as winding, twisting, knitting, weaving, bonding, or stretching.O*NET Task ID 14169 | 0.0 |
Start machines, monitor operations, and make adjustments as needed.O*NET Task ID 14170 | 0.0 |
Inspect machinery to determine whether repairs are needed.O*NET Task ID 14171 | 0.0 |
Confer with co-workers to obtain information about orders, processes, or problems.O*NET Task ID 14173 | 0.0 |
Stop machines when specified amounts of product have been produced.O*NET Task ID 14174 | 0.0 |
Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oil cans, or grease guns.O*NET Task ID 14175 | 0.0 |
Operate machines for test runs to verify adjustments and to obtain product samples.O*NET Task ID 14176 | 0.0 |
Wash and blend wool, yarn, or cloth.O*NET Task ID 14177 | 0.0 |
Repair or replace worn or defective needles and other components, using hand tools.O*NET Task ID 14180 | 0.0 |
Install, level, and align machine components such as gears, chains, guides, dies, cutters, or needles to set up machinery for operation.O*NET Task ID 14181 | 0.0 |
Adjust machine heating mechanisms, tensions, and speeds to produce specified products.O*NET Task ID 14182 | 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（19 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 defects in cloth by cutting and pulling out filling. | 核心 |
| Inspect products to ensure that specifications are met and to determine if machines need adjustment. | 核心 |
| Observe woven cloth to detect weaving defects. | 核心 |
| Thread yarn, thread, and fabric through guides, needles, and rollers of machines for weaving, knitting, or other processing. | 核心 |
| Examine looms to determine causes of loom stoppage, such as warp filling, harness breaks, or mechanical defects. | 核心 |
| Notify supervisors or repair staff of mechanical malfunctions. | 核心 |
| Start machines, monitor operations, and make adjustments as needed. | 核心 |
| Inspect machinery to determine whether repairs are needed. | 核心 |
| Confer with co-workers to obtain information about orders, processes, or problems. | 核心 |
| Stop machines when specified amounts of product have been produced. | 核心 |
| Operate machines for test runs to verify adjustments and to obtain product samples. | 核心 |
| Set up, or set up and operate textile machines that perform textile processing and manufacturing operations such as winding, twisting, knitting, weaving, bonding, or stretching. | 补充 |
| Record information about work completed and machine settings. | 补充 |
| Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oil cans, or grease guns. | 补充 |
| Program electronic equipment. | 补充 |
| Study guides, loom patterns, samples, charts, or specification sheets, or confer with supervisors or engineering staff to determine setup requirements. | 补充 |
| Repair or replace worn or defective needles and other components, using hand tools. | 补充 |
| Install, level, and align machine components such as gears, chains, guides, dies, cutters, or needles to set up machinery for operation. | 补充 |
| Adjust machine heating mechanisms, tensions, and speeds to produce specified products. | 补充 |
1.18/ 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 defects in cloth by cutting and pulling out filling. | E1 机器人专用设施 |
| Inspect products to ensure that specifications are met and to determine if machines need adjustment. | E1 机器人专用设施 |
| Observe woven cloth to detect weaving defects. | E2 受管理的设施 |
| Thread yarn, thread, and fabric through guides, needles, and rollers of machines for weaving, knitting, or other processing. | E1 机器人专用设施 |
| Examine looms to determine causes of loom stoppage, such as warp filling, harness breaks, or mechanical defects. | E1 机器人专用设施 |
| Start machines, monitor operations, and make adjustments as needed. | E2 受管理的设施 |
| Inspect machinery to determine whether repairs are needed. | 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 |
| Operate machines for test runs to verify adjustments and to obtain product samples. | E1 机器人专用设施 |
| Set up, or set up and operate textile machines that perform textile processing and manufacturing operations such as winding, twisting, knitting, weaving, bonding, or stretching. | E0 机器人不可 |
| Clean, oil, and lubricate machines, using air hoses, cleaning solutions, rags, oil cans, or grease guns. | E2 受管理的设施 |
| Repair or replace worn or defective needles and other components, using hand tools. | E1 机器人专用设施 |
| Install, level, and align machine components such as gears, chains, guides, dies, cutters, or needles to set up machinery for operation. | E1 机器人专用设施 |
| Adjust machine heating mechanisms, tensions, and speeds to produce specified products. | E1 机器人专用设施 |
职业信息
就业展望（BLS）
- 就业人数，2025
- 14K
- 预计就业人数，2035
- 12K
- 变化 (2025–35)
- -13.7%
- 年薪中位数，2025
- $39,530
- 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 |
|---|---|---|---|
| 82211 | 제직기 조작원 | 本职业范围更宽 | 已确认 |
| 82212 | 편직기 조작원 | 本职业范围更宽 | 已确认 |
| 82219 | 그 외 직조기 및 편직기 조작원 | 本职业范围更宽 | 已确认 |
| 82299 | 그 외 직물·신발 관련 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 8152Weaving and Knitting Machine Operators
织造和针织机器操作工
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。
- carpet weaverESCO 7318.2本职业范围更宽
Carpet weavers operate machinery to create textile floor coverings. They create carpets and rugs from wool or synthetic textiles using specialised equipment. Carpet weavers can use diverse methods such as weaving, knotting or tufting to create carpets of different styles.
- knitting machine operatorESCO 8152.1本职业范围更宽
Knitting machine operators set up, operate and monitor knitting machines. They work with specialised machinery, techniques and materials to process threads of yarn into knitted products such as clothing, carpets or rope. They maintain and repair knitting machinery and ensure operations run without problems.
- knitting textile technicianESCO 8152.1.2本职业范围更宽
Knitting textile technicians perform operations related to setting up knitting processes. They may work in weft or warp knitting factories, using digital information technology (CAD) for patterning. They work in cooperation with the physical laboratory technicians in order to ensure error free knitted fabrics. They are responsible for highest productivity rates.
- tufting operatorESCO 8152.3.1本职业范围更宽
Tufting operators supervise the tufting process of a group of machines, monitoring fabric quality and tufting conditions. They inspect tufting machines after set up, start up, and during production to ensure the product being tufted meets specs and quality standards.
- weaving machine operatorESCO 8152.3本职业范围更宽
Weaving machine operators set up, operate and monitor weaving machines .They work with specialised machinery, techniques and materials to process threads of yarn into weaved products such as clothing, home-tex or technical end products. They maintain and repair weaving machinery and ensure operations run without problems.
- weaving machine supervisorESCO 8152.3.2本职业范围更宽
Weaving machine supervisors monitor the weaving process. They operate the weaving process at automated machines (from silk to carpet, from flat to Jacquard). They monitor fabric quality and condition of mechanical machines such as woven fabrics for clothing, home-tex or technical end uses. They carry out maintenance works on machines that convert yarns into fabrics such as blankets, carpets, towels and clothing material. They repair loom malfunctions as reported by the weaver, and complete loom check out sheets.
- weaving textile technicianESCO 8152.3.3本职业范围更宽
Weaving textile technicians perform operations related to setting up weaving processes.
- knitterESCO 7318.4有重叠，但不相同
Knitters create textiles or fabric by knitting pieces of yarn. They use traditional techniques to create interlocking loops of yarn which form a uniform piece of fabric. Knitters use different techniques, needles and yarn materials to create knitted materials of diverse proportions.
- knitting machine supervisorESCO 8152.1.1有重叠，但不相同
Knitter supervisors supervise the knitting process of a group of machines, monitoring fabric quality and knitting conditions. They inspect knitting machines after set up, start up and during production to ensure that the product being knit meets specifications and quality standards.
- weaverESCO 7318.6有重叠，但不相同
Weavers operate the weaving process at traditional hand powered weaving machines (from silk to carpet, from flat to Jacquard). They monitor fabric quality and condition of machines such as woven fabrics for clothing, home-tex or technical end uses. They carry out mechanic works on machines that convert yarns into fabrics such as blankets, carpets, towels and clothing material. They repair loom malfunctions as reported by the weaver, and complete loom check out sheets.
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 |
|---|---|---|
| H2403 | Conducteur / Conductrice de machines de fabrication de produits textiles | 范围相同 |
| H2413 | Noueur / Noueuse de chaîne de tissage | 本职业范围更宽 |
| H2419 | Passementier / Passementière | 本职业范围更宽 |
| H2425 | Fileur / Fileuse en industrie textile | 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 |
|---|---|---|
| 8152 | Operadores de telares y otras máquinas tejedoras | 范围相同 |
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 |
|---|---|---|
| 28122 | Berufe in der Textilherstellung - fachlich ausgerichtete Tätigkeiten | 范围相同 |
| 28102 | Berufe in der Textiltechnik (ohne Spezialisierung) - fachlich ausgerichtete Tätigkeiten | 有重叠，但不相同暂定 |
| 28101 | Berufe in der Textiltechnik (ohne Spezialisierung) - Helfer-/Anlerntätigkeiten | 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 |
|---|---|---|
| 505 | 紡織・衣服・繊維製品生産設備制御・監視員 | 有重叠，但不相同 |
| 535 | 紡織・衣服・繊維製品製造従事者 | 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