Tailors, Dressmakers, and Custom Sewers
Production Occupations- O*NET-SOC 代码
- 51-6052.00
Design, make, alter, repair, or fit garments.
- 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
0.034
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
0.15
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 22 项 · β ≥ 0.5 的任务 3 项(13.6%)
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 % |
|---|---|
Develop, copy, or adapt designs for garments, and design patterns to fit measurements, applying knowledge of garment design, construction, styling, and fabric.51-6052.00 | 0.074394.7 |
Confer with customers to determine types of material and garment styles desired.51-6052.00 | 0.00425.3 |
| Not observed on any surface — 20 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 study garments on customers to determine required alterations. | —0 |
Sew garments, using needles and thread or sewing machines. | —0 |
Measure parts such as sleeves or pant legs, and mark or pin-fold alteration lines. | —0 |
Take up or let down hems to shorten or lengthen garment parts such as sleeves. | —0 |
Let out or take in seams in suits and other garments to improve fit. | —0 |
Assemble garment parts and join parts with basting stitches, using needles and thread or sewing machines. | —0 |
Remove stitches from garments to be altered, using rippers or razor blades. | —0 |
Record required alterations and instructions on tags, and attach them to garments. | —0 |
Examine tags on garments to determine alterations that are needed. | —0 |
Fit, alter, repair, and make made-to-measure clothing, according to customers' and clothing manufacturers' specifications and fit, and applying principles of garment design, construction, and styling. | —0 |
Maintain garment drape and proportions as alterations are performed. | —0 |
Press garments, using hand irons or pressing machines. | —0 |
Trim excess material, using scissors. | —0 |
Make garment style changes, such as tapering pant legs, narrowing lapels, and adding or removing padding. | —0 |
Measure customers, using tape measures, and record measurements. | —0 |
Estimate how much a garment will cost to make, based on factors such as time and material requirements. | —0 |
Repair or replace defective garment parts such as pockets, zippers, snaps, buttons, and linings. | —0 |
Position patterns of garment parts on fabric, and cut fabric along outlines, using scissors. | —0 |
Sew buttonholes and attach buttons to finish garments. | —0 |
Put in padding and shaping materials. | —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 |
|---|---|
Estimate how much a garment will cost to make, based on factors such as time and material requirements.O*NET Task ID 12191 | 1.0 |
Examine tags on garments to determine alterations that are needed.O*NET Task ID 12183 | 0.5 |
Develop, copy, or adapt designs for garments, and design patterns to fit measurements, applying knowledge of garment design, construction, styling, and fabric.O*NET Task ID 12188 | 0.5 |
Fit and study garments on customers to determine required alterations.O*NET Task ID 12175 | 0.0 |
Sew garments, using needles and thread or sewing machines.O*NET Task ID 12176 | 0.0 |
Measure parts, such as sleeves or pant legs, and mark or pin-fold alteration lines.O*NET Task ID 12177 | 0.0 |
Take up or let down hems to shorten or lengthen garment parts, such as sleeves.O*NET Task ID 12178 | 0.0 |
Let out or take in seams in suits and other garments to improve fit.O*NET Task ID 12179 | 0.0 |
Assemble garment parts and join parts with basting stitches, using needles and thread or sewing machines.O*NET Task ID 12180 | 0.0 |
Remove stitches from garments to be altered, using rippers or razor blades.O*NET Task ID 12181 | 0.0 |
Record required alterations and instructions on tags, and attach them to garments.O*NET Task ID 12182 | 0.0 |
Fit, alter, repair, and make made-to-measure clothing, according to customers' and clothing manufacturers' specifications and fit, and applying principles of garment design, construction, and styling.O*NET Task ID 12184 | 0.0 |
Maintain garment drape and proportions as alterations are performed.O*NET Task ID 12185 | 0.0 |
Press garments, using hand irons or pressing machines.O*NET Task ID 12186 | 0.0 |
Trim excess material, using scissors.O*NET Task ID 12187 | 0.0 |
Make garment style changes, such as tapering pant legs, narrowing lapels, and adding or removing padding.O*NET Task ID 12189 | 0.0 |
Measure customers, using tape measures, and record measurements.O*NET Task ID 12190 | 0.0 |
Repair or replace defective garment parts, such as pockets, zippers, snaps, buttons, and linings.O*NET Task ID 12192 | 0.0 |
Confer with customers to determine types of material and garment styles desired.O*NET Task ID 12193 | 0.0 |
Position patterns of garment parts on fabric, and cut fabric along outlines, using scissors.O*NET Task ID 12194 | 0.0 |
Sew buttonholes and attach buttons to finish garments.O*NET Task ID 12195 | 0.0 |
Put in padding and shaping materials.O*NET Task ID 12196 | 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(22 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 study garments on customers to determine required alterations. | 核心 |
| Sew garments, using needles and thread or sewing machines. | 核心 |
| Measure parts, such as sleeves or pant legs, and mark or pin-fold alteration lines. | 核心 |
| Take up or let down hems to shorten or lengthen garment parts, such as sleeves. | 核心 |
| Let out or take in seams in suits and other garments to improve fit. | 核心 |
| Assemble garment parts and join parts with basting stitches, using needles and thread or sewing machines. | 核心 |
| Remove stitches from garments to be altered, using rippers or razor blades. | 核心 |
| Record required alterations and instructions on tags, and attach them to garments. | 核心 |
| Examine tags on garments to determine alterations that are needed. | 核心 |
| Fit, alter, repair, and make made-to-measure clothing, according to customers' and clothing manufacturers' specifications and fit, and applying principles of garment design, construction, and styling. | 核心 |
| Maintain garment drape and proportions as alterations are performed. | 核心 |
| Press garments, using hand irons or pressing machines. | 核心 |
| Trim excess material, using scissors. | 核心 |
| Develop, copy, or adapt designs for garments, and design patterns to fit measurements, applying knowledge of garment design, construction, styling, and fabric. | 核心 |
| Make garment style changes, such as tapering pant legs, narrowing lapels, and adding or removing padding. | 核心 |
| Measure customers, using tape measures, and record measurements. | 核心 |
| Estimate how much a garment will cost to make, based on factors such as time and material requirements. | 核心 |
| Repair or replace defective garment parts, such as pockets, zippers, snaps, buttons, and linings. | 核心 |
| Confer with customers to determine types of material and garment styles desired. | 核心 |
| Position patterns of garment parts on fabric, and cut fabric along outlines, using scissors. | 核心 |
| Sew buttonholes and attach buttons to finish garments. | 核心 |
| Put in padding and shaping materials. | 核心 |
0.21/ 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 study garments on customers to determine required alterations. | E0 机器人不可 |
| Sew garments, using needles and thread or sewing machines. | E0 机器人不可 |
| Measure parts, such as sleeves or pant legs, and mark or pin-fold alteration lines. | E0 机器人不可 |
| Take up or let down hems to shorten or lengthen garment parts, such as sleeves. | E0 机器人不可 |
| Let out or take in seams in suits and other garments to improve fit. | E0 机器人不可 |
| Assemble garment parts and join parts with basting stitches, using needles and thread or sewing machines. | E0 机器人不可 |
| Remove stitches from garments to be altered, using rippers or razor blades. | E0 机器人不可 |
| Record required alterations and instructions on tags, and attach them to garments. | E1 机器人专用设施 |
| Examine tags on garments to determine alterations that are needed. | E1 机器人专用设施 |
| Fit, alter, repair, and make made-to-measure clothing, according to customers' and clothing manufacturers' specifications and fit, and applying principles of garment design, construction, and styling. | E0 机器人不可 |
| Maintain garment drape and proportions as alterations are performed. | E0 机器人不可 |
| Press garments, using hand irons or pressing machines. | E1 机器人专用设施 |
| Trim excess material, using scissors. | E1 机器人专用设施 |
| Make garment style changes, such as tapering pant legs, narrowing lapels, and adding or removing padding. | E0 机器人不可 |
| Measure customers, using tape measures, and record measurements. | E2 受管理的设施 |
| Repair or replace defective garment parts, such as pockets, zippers, snaps, buttons, and linings. | E0 机器人不可 |
| Position patterns of garment parts on fabric, and cut fabric along outlines, using scissors. | E1 机器人专用设施 |
| Sew buttonholes and attach buttons to finish garments. | E1 机器人专用设施 |
| Put in padding and shaping materials. | E0 机器人不可 |
职业信息
就业展望(BLS)
- 就业人数,2025
- 33K
- 预计就业人数,2035
- 30K
- 变化 (2025–35)
- -8.8%
- 年薪中位数,2025
- $41,640
- 入职通常所需学历
- No formal educational credential
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 |
|---|---|---|---|
| 72210 | 한복 제조원 | 本职业范围更宽 | 已确认 |
| 72221 | 양장 제조원 | 本职业范围更宽 | 已确认 |
| 72222 | 양복 제조원 | 本职业范围更宽 | 已确认 |
| 72230 | 모피 및 가죽 의복 제조원 | 本职业范围更宽 | 已确认 |
| 72241 | 의복 수선원 | 本职业范围更宽 | 已确认 |
| 72242 | 가죽 및 모피 수선원 | 本职业范围更宽 | 已确认 |
| 72290 | 그 외 의복 제조 관련 기능 종사원 | 本职业范围更宽 | 已确认 |
| 72249 | 그 외 수선원 | 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 7531Tailors, Dressmakers, Furriers and Hatters
裁缝、女装裁缝、毛皮加工工和制帽工
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。
- dressmakerESCO 7531.2本职业范围更宽
Dressmakers design, make or fit, alter, repair tailored, bespoke or hand-made garments from textile fabrics, light leather, fur and other material for women and children. They produce made-to-measure wearing apparel according to customer's or garment manufacturer's specifications. They are able to read and understand size charts, details surrounding finished measurements etc.
- millinerESCO 7531.4本职业范围更宽
Milliners design and manufacture hats and other headwear.
- protective clothing apparel manufacturerESCO 8153.1.5本职业范围更宽
Protective clothing apparel manufacturers produce personal protective equipment (PPE) made of textiles. They produce wearing apparel resistant to different hazards (e.g. thermal, physical, electrical, biological, and chemical, etc.), high visibility warming clothing, protective against cool, cold, rain, UV solar radiation, etc. They follow standards and assess the fulfillment of requirements.
- tailorESCO 7531.5本职业范围更宽
Tailors design, make or fit, alter, repair tailored, bespoke or hand-made garments from textile fabrics, light leather, fur and other material, or make hats or wigs for men. They produce made-to-measure wearing apparel according to customer's or garment manufacturer's specifications. They are able to read and understand size charts, details surrounding finished measurements etc.
- clothing alteration machinistESCO 8153.1.1有重叠,但不相同
Clothing alteration machinists ensure the alteration of finished garments in line with business demands. They are responsible for the quality of any alterations or customisations and brand generic stock in line with customer branding guidelines.
- clothing sample machinistESCO 8153.1.2有重叠,但不相同
Clothing sample machinist create the first made-up sample of a garment design. They resolve regarding the makeup of garments taking into consideration bulk production to ensure sealing samples are ready on time. They press finished garments and make quality control checks.
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 |
|---|---|---|
| B1801 | Modiste | 本职业范围更宽暂定 |
| B1803 | Couturier / Couturière | 本职业范围更宽暂定 |
| B1810 | Fourreur / Fourreuse | 本职业范围更宽暂定 |
| B1813 | Tailleur / Tailleuse | 本职业范围更宽暂定 |
| D1207 | Retoucheur / Retoucheuse en habillement | 本职业范围更宽暂定 |
| B1808 | Premier / Première d'atelier | 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 |
|---|---|---|
| 7831 | Sastres, modistos, peleteros y sombrereros | 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 |
|---|---|---|
| 28222 | Berufe in der Bekleidungs-, Hut- und Mützenherstellung - fachlich ausgerichtete Tätigkeiten | 本职业范围更窄暂定 |
| 28293 | Aufsichtskräfte - Textilverarbeitung | 相关,但不对应暂定 |
| 28342 | Berufe in der Pelzbe- und -verarbeitung - fachlich ausgerichtete Tätigkeiten | 相关,但不对应暂定 |
| 28343 | Berufe in der Pelzbe- und -verarbeitung - komplexe Spezialistentätigkeiten | 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 |
|---|---|---|
| 535 | 紡織・衣服・繊維製品製造従事者 | 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