Stone Cutters and Carvers, Manufacturing
Production Occupations- O*NET-SOC 代码
- 51-9195.03
Cut or carve stone according to diagrams and patterns.
- 数据来源: BLS发布时间: 2026-08
低· 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职业群单位数值
尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.14–0.24· ISCO-08 职业组 6 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 7314Potters and Related Workers0.18
- ISCO-08 7315Glass Makers, Cutters, Grinders and Finishers0.19
- ISCO-08 7516Tobacco Preparers and Tobacco Products Makers0.14
- ISCO-08 8131Chemical Products Plant and Machine Operators0.24
- ISCO-08 8141Rubber Products Machine Operators0.18
- ISCO-08 8181Glass and Ceramics Plant Operators0.17
Task-level exposure
仅显示有暴露的工作已评分任务 16 项 · β ≥ 0.5 的任务 3 项(18.8%)
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 2 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
| Task (O*NET 20.1) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Study artistic objects or graphic materials, such as models, sketches, or blueprints, to plan carving or cutting techniques.51-9195.03 | 0.0041100.0 | 0.0030100.0 |
| Not observed on any surface — 15 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. | ||
Verify depths and dimensions of cuts or carvings to ensure adherence to specifications, blueprints, or models, using measuring instruments. | —0 | —0 |
Lay out designs or dimensions from sketches or blueprints on stone surfaces, by freehand or by transferring them from tracing paper, using scribes or chalk and measuring instruments. | —0 | —0 |
Drill holes and cut or carve moldings and grooves in stone, according to diagrams and patterns. | —0 | —0 |
Shape, trim, or touch up roughed-out designs with appropriate tools to finish carvings. | —0 | —0 |
Select chisels, pneumatic or surfacing tools, or sandblasting nozzles and determine sequence of use. | —0 | —0 |
Move fingers over surfaces of carvings to ensure smoothness of finish. | —0 | —0 |
Cut, shape, and finish rough blocks of building or monumental stone, according to diagrams or patterns. | —0 | —0 |
Carve designs or figures in full or bas relief on stone, employing knowledge of stone carving techniques and sense of artistry to produce carvings consistent with designers' plans. | —0 | —0 |
Carve rough designs freehand or by chipping along marks on stone, using mallets and chisels or pneumatic tools. | —0 | —0 |
Guide nozzles over stone, following stencil outlines, or chip along marks to create designs or to work surfaces down to specified finishes. | —0 | —0 |
Smooth surfaces of carvings, using rubbing stones. | —0 | —0 |
Remove or add stencils during blasting to create differing cut depths, intricate designs, or rough, pitted finishes. | —0 | —0 |
Copy drawings on rough clay or plaster models. | —0 | —0 |
Load sandblasting equipment with abrasives, attach nozzles to hoses, and turn valves to admit compressed air and activate jets. | —0 | —0 |
Dress stone surfaces, using bushhammers. | —0 | —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 |
|---|---|
Lay out designs or dimensions from sketches or blueprints on stone surfaces, freehand or by transferring them from tracing paper, using scribes or chalk and measuring instruments.O*NET Task ID 12616 | 0.5 |
Study artistic objects or graphic materials, such as models, sketches, or blueprints, to plan carving or cutting techniques.O*NET Task ID 12617 | 0.5 |
Copy drawings on rough clay or plaster models.O*NET Task ID 12627 | 0.5 |
Carve designs or figures in full or bas relief on stone, employing knowledge of stone carving techniques and sense of artistry to produce carvings consistent with designers' plans.O*NET Task ID 12614 | 0.0 |
Verify depths and dimensions of cuts or carvings to ensure adherence to specifications, blueprints, or models, using measuring instruments.O*NET Task ID 12615 | 0.0 |
Drill holes and cut or carve moldings and grooves in stone, according to diagrams and patterns.O*NET Task ID 12618 | 0.0 |
Shape, trim, or touch up roughed-out designs with appropriate tools to finish carvings.O*NET Task ID 12619 | 0.0 |
Select chisels, pneumatic or surfacing tools, or sandblasting nozzles, and determine sequence of use.O*NET Task ID 12620 | 0.0 |
Move fingers over surfaces of carvings to ensure smoothness of finish.O*NET Task ID 12621 | 0.0 |
Carve rough designs freehand or by chipping along marks on stone, using mallets and chisels or pneumatic tools.O*NET Task ID 12622 | 0.0 |
Guide nozzles over stone, following stencil outlines, or chip along marks to create designs or to work surfaces down to specified finishes.O*NET Task ID 12623 | 0.0 |
Cut, shape, and finish rough blocks of building or monumental stone, according to diagrams or patterns.O*NET Task ID 12624 | 0.0 |
Smooth surfaces of carvings, using rubbing stones.O*NET Task ID 12625 | 0.0 |
Remove or add stencils during blasting to create differing cut depths, intricate designs, or rough, pitted finishes.O*NET Task ID 12626 | 0.0 |
Load sandblasting equipment with abrasives, attach nozzles to hoses, and turn valves to admit compressed air and activate jets.O*NET Task ID 12628 | 0.0 |
Dress stone surfaces, using bushhammers.O*NET Task ID 12629 | 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(14 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 |
|---|---|
| Carve designs or figures in full or bas relief on stone, employing knowledge of stone carving techniques and sense of artistry to produce carvings consistent with designers' plans. | 核心 |
| Verify depths and dimensions of cuts or carvings to ensure adherence to specifications, blueprints, or models, using measuring instruments. | 核心 |
| Lay out designs or dimensions from sketches or blueprints on stone surfaces, freehand or by transferring them from tracing paper, using scribes or chalk and measuring instruments. | 核心 |
| Drill holes and cut or carve moldings and grooves in stone, according to diagrams and patterns. | 核心 |
| Shape, trim, or touch up roughed-out designs with appropriate tools to finish carvings. | 核心 |
| Select chisels, pneumatic or surfacing tools, or sandblasting nozzles, and determine sequence of use. | 核心 |
| Move fingers over surfaces of carvings to ensure smoothness of finish. | 核心 |
| Guide nozzles over stone, following stencil outlines, or chip along marks to create designs or to work surfaces down to specified finishes. | 核心 |
| Remove or add stencils during blasting to create differing cut depths, intricate designs, or rough, pitted finishes. | 核心 |
| Study artistic objects or graphic materials, such as models, sketches, or blueprints, to plan carving or cutting techniques. | 补充 |
| Carve rough designs freehand or by chipping along marks on stone, using mallets and chisels or pneumatic tools. | 补充 |
| Cut, shape, and finish rough blocks of building or monumental stone, according to diagrams or patterns. | 补充 |
| Smooth surfaces of carvings, using rubbing stones. | 补充 |
| Load sandblasting equipment with abrasives, attach nozzles to hoses, and turn valves to admit compressed air and activate jets. | 补充 |
0.95/ 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 |
|---|---|
| Verify depths and dimensions of cuts or carvings to ensure adherence to specifications, blueprints, or models, using measuring instruments. | E1 机器人专用设施 |
| Lay out designs or dimensions from sketches or blueprints on stone surfaces, freehand or by transferring them from tracing paper, using scribes or chalk and measuring instruments. | E1 机器人专用设施 |
| Drill holes and cut or carve moldings and grooves in stone, according to diagrams and patterns. | E1 机器人专用设施 |
| Shape, trim, or touch up roughed-out designs with appropriate tools to finish carvings. | E1 机器人专用设施 |
| Select chisels, pneumatic or surfacing tools, or sandblasting nozzles, and determine sequence of use. | E1 机器人专用设施 |
| Move fingers over surfaces of carvings to ensure smoothness of finish. | E1 机器人专用设施 |
| Cut, shape, and finish rough blocks of building or monumental stone, according to diagrams or patterns. | E1 机器人专用设施 |
| Carve designs or figures in full or bas relief on stone, employing knowledge of stone carving techniques and sense of artistry to produce carvings consistent with designers' plans. | E1 机器人专用设施 |
| Carve rough designs freehand or by chipping along marks on stone, using mallets and chisels or pneumatic tools. | E1 机器人专用设施 |
| Guide nozzles over stone, following stencil outlines, or chip along marks to create designs or to work surfaces down to specified finishes. | E1 机器人专用设施 |
| Smooth surfaces of carvings, using rubbing stones. | E1 机器人专用设施 |
| Remove or add stencils during blasting to create differing cut depths, intricate designs, or rough, pitted finishes. | E1 机器人专用设施 |
| Copy drawings on rough clay or plaster models. | E1 机器人专用设施 |
| Load sandblasting equipment with abrasives, attach nozzles to hoses, and turn valves to admit compressed air and activate jets. | E1 机器人专用设施 |
| Dress stone surfaces, using bushhammers. | E1 机器人专用设施 |
职业信息
就业展望(BLS)
这些数值属于整个 SOC 51-9195 组(Molders, shapers, and casters, except metal and plastic),并非仅属于该 O*NET 职业。
- 就业人数,2025
- 43K
- 预计就业人数,2035
- 46K
- 变化 (2025–35)
- +5.8%
- 年薪中位数,2025
- $46,170
- 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 |
|---|---|---|---|
| 78413 | 석재 절단원 | 本职业范围更宽 | 已确认 |
| 79113 | 석 공예원 | 本职业范围更宽 | 已确认 |
| 84342 | 석제품 가공기 조작원 | 有重叠,但不相同 | 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 7314Potters and Related Workers
陶工及有关人员
- ISCO-08 7315Glass Makers, Cutters, Grinders and Finishers
玻璃制造、切割、研磨和修整工
- ISCO-08 7516Tobacco Preparers and Tobacco Products Makers
烟草加工工和烟草制品制作工
- ISCO-08 8131Chemical Products Plant and Machine Operators
化学品生产装置和机器操作工
- ISCO-08 8141Rubber Products Machine Operators
橡胶制品机器操作工
- ISCO-08 8181Glass and Ceramics Plant Operators
玻璃和陶瓷生产装置操作工
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。
- stone engraverESCO 7113.1.1本职业范围更宽
Stone engravers use hand tools, machines and chemical products to etch and carve patterns and inscriptions on stone surfaces.
- stonemasonESCO 7113.1本职业范围更宽
Stonemasons manually carve and assemble stone for construction purposes. While CNC operated carving equipment is the industry standard, artisanal carving for ornamental stone is still done manually.
- precious stone cutterESCO 7313.2有重叠,但不相同
Precious stone cutters use cutting machines and tools to cut or carve diamonds and other gemstones according to diagrams and patterns while considering different specifications. They are experts at fabricating jewellery such as rings, brooches, chains and bracelets from gemstones.
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 |
|---|---|---|
| F1612 | Tailleur / Tailleuse de pierre | 本职业范围更窄暂定 |
| B1103 | Sculpteur / Sculptrice | 相关,但不对应暂定 |
| B1303 | Graveur / Graveuse d'art | 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 |
|---|---|---|
| 7122 | Canteros, tronzadores, labrantes y grabadores de piedras | 本职业范围更窄暂定 |
| 8112 | Operadores en instalaciones para la preparación de minerales y rocas | 相关,但不对应暂定 |
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 |
|---|---|---|
| 21232 | Berufe in der Steinmetztechnik - fachlich ausgerichtete Tätigkeiten | 本职业范围更窄 |
| 21212 | Berufe in der Naturstein- und Mineralaufbereitung - fachlich ausgerichtete Tätigkeiten | 相关,但不对应 |
| 21233 | Berufe in der Steinmetztechnik - 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 |
|---|---|---|
| 532 | 窯業・土石製品製造従事者 | 本职业范围更窄暂定 |
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