- O*NET-SOC 代码
- 47-2181.00
Cover roofs of structures with shingles, slate, asphalt, aluminum, wood, or related materials. May spray roofs, sidings, and walls with material to bind, seal, insulate, or soundproof sections of structures.
- 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
0.016
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
0.13
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
- 已评分任务中有 3 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 % |
|---|---|---|
Estimate materials and labor required to complete roofing jobs.47-2181.00 | 0.0048100.0 | 0.0049100.0 |
| 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. | ||
Inspect problem roofs to determine the best repair procedures. | —0 | —0 |
Set up scaffolding to provide safe access to roofs. | —0 | —0 |
Cement or nail flashing strips of metal or shingle over joints to make them watertight. | —0 | —0 |
Install, repair, or replace single-ply roofing systems, using waterproof sheet materials such as modified plastics, elastomeric, or other asphaltic compositions. | —0 | —0 |
Cut felt, shingles, or strips of flashing to fit angles formed by walls, vents, or intersecting roof surfaces. | —0 | —0 |
Install vapor barriers or layers of insulation on flat roofs. | —0 | —0 |
Cover exposed nailheads with roofing cement or caulking to prevent water leakage or rust. | —0 | —0 |
Install partially overlapping layers of material over roof insulation surfaces, using chalk lines, gauges on shingling hatchets, or lines on shingles. | —0 | —0 |
Cover roofs or exterior walls of structures with slate, asphalt, aluminum, wood, gravel, gypsum, or related materials, using brushes, knives, punches, hammers, or other tools. | —0 | —0 |
Remove snow, water, or debris from roofs prior to applying roofing materials. | —0 | —0 |
Apply alternate layers of hot asphalt or tar and roofing paper to roofs. | —0 | —0 |
Waterproof or damp-proof walls, floors, roofs, foundations, or basements by painting or spraying surfaces with waterproof coatings or by attaching waterproofing membranes to surfaces. | —0 | —0 |
Mop or pour hot asphalt or tar onto roof bases. | —0 | —0 |
Apply plastic coatings, membranes, fiberglass, or felt over sloped roofs before applying shingles. | —0 | —0 |
Smooth rough spots to prepare surfaces for waterproofing, using hammers, chisels, or rubbing bricks. | —0 | —0 |
Glaze top layers to make a smooth finish or embed gravel in the bitumen for rough surfaces. | —0 | —0 |
Apply gravel or pebbles over top layers of roofs, using rakes or stiff-bristled brooms. | —0 | —0 |
Apply reflective roof coatings, such as special paints or single-ply roofing sheets, to existing roofs to reduce solar heat absorption. | —0 | —0 |
Install attic ventilation systems, such as turbine vents, gable or ridge vents, or conventional or solar-powered exhaust fans. | —0 | —0 |
Install skylights on roofs to increase natural light inside structures or to reduce energy costs. | —0 | —0 |
Attach roofing paper to roofs in overlapping strips to form bases for other materials. | —0 | —0 |
Spray roofs, sidings, or walls to bind, seal, insulate, or soundproof sections of structures, using spray guns, air compressors, or heaters. | —0 | —0 |
Punch holes in slate, tile, terra cotta, or wooden shingles, using punches and hammers. | —0 | —0 |
Apply modular soil- and plant-containing grids over existing roof membranes to create green roofs. | —0 | —0 |
Attach solar panels to existing roofs, according to specifications and without damaging roofing materials or the structural integrity of buildings. | —0 | —0 |
Install layers of vegetation-based green roofs, including protective membranes, drainage, aeration, water retention and filter layers, soil substrates, irrigation materials, and plants. | —0 | —0 |
Install solar roofing systems that have energy-collecting photovoltaic panels built into roofing membranes, shingles, or tiles. | —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 |
|---|---|
Inspect problem roofs to determine the best repair procedures.O*NET Task ID 13574 | 0.5 |
Estimate materials and labor required to complete roofing jobs.O*NET Task ID 20793 | 0.5 |
Set up scaffolding to provide safe access to roofs.O*NET Task ID 13575 | 0.0 |
Cement or nail flashing strips of metal or shingle over joints to make them watertight.O*NET Task ID 13578 | 0.0 |
Install, repair, or replace single-ply roofing systems, using waterproof sheet materials such as modified plastics, elastomeric, or other asphaltic compositions.O*NET Task ID 13579 | 0.0 |
Cut felt, shingles, or strips of flashing to fit angles formed by walls, vents, or intersecting roof surfaces.O*NET Task ID 13580 | 0.0 |
Install vapor barriers or layers of insulation on flat roofs.O*NET Task ID 13581 | 0.0 |
Cover exposed nailheads with roofing cement or caulking to prevent water leakage or rust.O*NET Task ID 13583 | 0.0 |
Install partially overlapping layers of material over roof insulation surfaces, using chalk lines, gauges on shingling hatchets, or lines on shingles.O*NET Task ID 13584 | 0.0 |
Cover roofs or exterior walls of structures with slate, asphalt, aluminum, wood, gravel, gypsum, or related materials, using brushes, knives, punches, hammers, or other tools.O*NET Task ID 13585 | 0.0 |
Remove snow, water, or debris from roofs prior to applying roofing materials.O*NET Task ID 13586 | 0.0 |
Apply alternate layers of hot asphalt or tar and roofing paper to roofs.O*NET Task ID 13587 | 0.0 |
Spray roofs, sidings, or walls to bind, seal, insulate, or soundproof sections of structures, using spray guns, air compressors, or heaters.O*NET Task ID 13589 | 0.0 |
Waterproof or damp-proof walls, floors, roofs, foundations, or basements by painting or spraying surfaces with waterproof coatings or by attaching waterproofing membranes to surfaces.O*NET Task ID 13590 | 0.0 |
Mop or pour hot asphalt or tar onto roof bases.O*NET Task ID 13591 | 0.0 |
Apply plastic coatings, membranes, fiberglass, or felt over sloped roofs before applying shingles.O*NET Task ID 13592 | 0.0 |
Smooth rough spots to prepare surfaces for waterproofing, using hammers, chisels, or rubbing bricks.O*NET Task ID 13593 | 0.0 |
Glaze top layers to make a smooth finish or embed gravel in the bitumen for rough surfaces.O*NET Task ID 13594 | 0.0 |
Apply gravel or pebbles over top layers of roofs, using rakes or stiff-bristled brooms.O*NET Task ID 13595 | 0.0 |
Punch holes in slate, tile, terra cotta, or wooden shingles, using punches and hammers.O*NET Task ID 13596 | 0.0 |
Apply modular soil- and plant-containing grids over existing roof membranes to create green roofs.O*NET Task ID 19850 | 0.0 |
Apply reflective roof coatings, such as special paints or single-ply roofing sheets, to existing roofs to reduce solar heat absorption.O*NET Task ID 19851 | 0.0 |
Attach solar panels to existing roofs, according to specifications and without damaging roofing materials or the structural integrity of buildings.O*NET Task ID 19852 | 0.0 |
Install attic ventilation systems, such as turbine vents, gable or ridge vents, or conventional or solar-powered exhaust fans.O*NET Task ID 19853 | 0.0 |
Install layers of vegetation-based green roofs, including protective membranes, drainage, aeration, water retention and filter layers, soil substrates, irrigation materials, and plants.O*NET Task ID 19854 | 0.0 |
Install skylights on roofs to increase natural light inside structures or to reduce energy costs.O*NET Task ID 19855 | 0.0 |
Install solar roofing systems that have energy-collecting photovoltaic panels built into roofing membranes, shingles, or tiles.O*NET Task ID 19856 | 0.0 |
Attach roofing paper to roofs in overlapping strips to form bases for other materials.O*NET Task ID 20794 | 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(25 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 |
|---|---|
| Inspect problem roofs to determine the best repair procedures. | 核心 |
| Set up scaffolding to provide safe access to roofs. | 核心 |
| Cement or nail flashing strips of metal or shingle over joints to make them watertight. | 核心 |
| Install, repair, or replace single-ply roofing systems, using waterproof sheet materials such as modified plastics, elastomeric, or other asphaltic compositions. | 核心 |
| Cut felt, shingles, or strips of flashing to fit angles formed by walls, vents, or intersecting roof surfaces. | 核心 |
| Install vapor barriers or layers of insulation on flat roofs. | 核心 |
| Cover exposed nailheads with roofing cement or caulking to prevent water leakage or rust. | 核心 |
| Install partially overlapping layers of material over roof insulation surfaces, using chalk lines, gauges on shingling hatchets, or lines on shingles. | 核心 |
| Cover roofs or exterior walls of structures with slate, asphalt, aluminum, wood, gravel, gypsum, or related materials, using brushes, knives, punches, hammers, or other tools. | 核心 |
| Remove snow, water, or debris from roofs prior to applying roofing materials. | 核心 |
| Waterproof or damp-proof walls, floors, roofs, foundations, or basements by painting or spraying surfaces with waterproof coatings or by attaching waterproofing membranes to surfaces. | 核心 |
| Apply plastic coatings, membranes, fiberglass, or felt over sloped roofs before applying shingles. | 核心 |
| Smooth rough spots to prepare surfaces for waterproofing, using hammers, chisels, or rubbing bricks. | 核心 |
| Glaze top layers to make a smooth finish or embed gravel in the bitumen for rough surfaces. | 核心 |
| Apply gravel or pebbles over top layers of roofs, using rakes or stiff-bristled brooms. | 核心 |
| Punch holes in slate, tile, terra cotta, or wooden shingles, using punches and hammers. | 核心 |
| Apply reflective roof coatings, such as special paints or single-ply roofing sheets, to existing roofs to reduce solar heat absorption. | 核心 |
| Install attic ventilation systems, such as turbine vents, gable or ridge vents, or conventional or solar-powered exhaust fans. | 核心 |
| Install skylights on roofs to increase natural light inside structures or to reduce energy costs. | 核心 |
| Attach roofing paper to roofs in overlapping strips to form bases for other materials. | 核心 |
| Apply alternate layers of hot asphalt or tar and roofing paper to roofs. | 补充 |
| Spray roofs, sidings, or walls to bind, seal, insulate, or soundproof sections of structures, using spray guns, air compressors, or heaters. | 补充 |
| Mop or pour hot asphalt or tar onto roof bases. | 补充 |
| Attach solar panels to existing roofs, according to specifications and without damaging roofing materials or the structural integrity of buildings. | 补充 |
| Estimate materials and labor required to complete roofing jobs. | 补充 |
0.51/ 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 |
|---|---|
| Inspect problem roofs to determine the best repair procedures. | E2 受管理的设施 |
| Set up scaffolding to provide safe access to roofs. | E0 机器人不可 |
| Cement or nail flashing strips of metal or shingle over joints to make them watertight. | E1 机器人专用设施 |
| Install, repair, or replace single-ply roofing systems, using waterproof sheet materials such as modified plastics, elastomeric, or other asphaltic compositions. | E0 机器人不可 |
| Cut felt, shingles, or strips of flashing to fit angles formed by walls, vents, or intersecting roof surfaces. | E1 机器人专用设施 |
| Install vapor barriers or layers of insulation on flat roofs. | E0 机器人不可 |
| Cover exposed nailheads with roofing cement or caulking to prevent water leakage or rust. | E1 机器人专用设施 |
| Install partially overlapping layers of material over roof insulation surfaces, using chalk lines, gauges on shingling hatchets, or lines on shingles. | E0 机器人不可 |
| Cover roofs or exterior walls of structures with slate, asphalt, aluminum, wood, gravel, gypsum, or related materials, using brushes, knives, punches, hammers, or other tools. | E0 机器人不可 |
| Remove snow, water, or debris from roofs prior to applying roofing materials. | E1 机器人专用设施 |
| Apply alternate layers of hot asphalt or tar and roofing paper to roofs. | E1 机器人专用设施 |
| Waterproof or damp-proof walls, floors, roofs, foundations, or basements by painting or spraying surfaces with waterproof coatings or by attaching waterproofing membranes to surfaces. | E1 机器人专用设施 |
| Mop or pour hot asphalt or tar onto roof bases. | E1 机器人专用设施 |
| Apply plastic coatings, membranes, fiberglass, or felt over sloped roofs before applying shingles. | E0 机器人不可 |
| Smooth rough spots to prepare surfaces for waterproofing, using hammers, chisels, or rubbing bricks. | E1 机器人专用设施 |
| Glaze top layers to make a smooth finish or embed gravel in the bitumen for rough surfaces. | E1 机器人专用设施 |
| Apply gravel or pebbles over top layers of roofs, using rakes or stiff-bristled brooms. | E1 机器人专用设施 |
| Apply reflective roof coatings, such as special paints or single-ply roofing sheets, to existing roofs to reduce solar heat absorption. | E1 机器人专用设施 |
| Install attic ventilation systems, such as turbine vents, gable or ridge vents, or conventional or solar-powered exhaust fans. | E1 机器人专用设施 |
| Install skylights on roofs to increase natural light inside structures or to reduce energy costs. | E0 机器人不可 |
| Attach roofing paper to roofs in overlapping strips to form bases for other materials. | E1 机器人专用设施 |
| Spray roofs, sidings, or walls to bind, seal, insulate, or soundproof sections of structures, using spray guns, air compressors, or heaters. | E1 机器人专用设施 |
| Punch holes in slate, tile, terra cotta, or wooden shingles, using punches and hammers. | E1 机器人专用设施 |
| Apply modular soil- and plant-containing grids over existing roof membranes to create green roofs. | E1 机器人专用设施 |
| Attach solar panels to existing roofs, according to specifications and without damaging roofing materials or the structural integrity of buildings. | E1 机器人专用设施 |
| Install layers of vegetation-based green roofs, including protective membranes, drainage, aeration, water retention and filter layers, soil substrates, irrigation materials, and plants. | E0 机器人不可 |
职业信息
就业展望(BLS)
- 就业人数,2025
- 167K
- 预计就业人数,2035
- 176K
- 变化 (2025–35)
- +5.3%
- 年薪中位数,2025
- $55,440
- 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 |
|---|---|---|---|
| 78399 | 그 외 건축 마감 관련 기능 종사원 | 本职业范围更窄 | 已确认 |
| 78320 | 방수공 | 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 7121Roofers
屋面工
自行翻译
自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。
以下定义、任务和职业示例是 ILO 对该 ISCO-08 职业组的描述,而不是对本职业的描述。
Roofers build and repair roofs on all types of buildings using one or more kinds of material.
任务
- (a) studying drawings, specifications and construction sites to determine materials required;
- (b) covering roof frameworks with slate and pre-fabricated tiles to cover pitched roofs;
- (c) laying a waterproof shield and fixing metallic or synthetic materials to a building’s frame;
- (d) sizing and cutting roofing materials to fit around edges, corners and protuberances such as chimneys;
- (e) using natural materials such as thatching to provide roof coverings;
- (f) creating temporary structures such as scaffolding and ladders.
职业示例
Asphalt roofer · Metal roofer · Roof fixer · Roof tiler · Slate roofer · Thatcher
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。
- rooferESCO 7121.1范围相同
Roofers cover structures with roofs. They install the weight-bearing elements of a roof, either flat or pitched, then cover it with a weatherproof layer.
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 |
|---|---|---|
| F1619 | Couvreur / Couvreuse | 范围相同暂定 |
| F1613 | Etancheur / Etancheuse | 有重叠,但不相同暂定 |
| F1610 | Installateur mainteneur / Installatrice mainteneuse en systèmes solaires, thermiques et photovoltaïques | 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 |
|---|---|---|
| 7291 | Montadores de cubiertas | 范围相同暂定 |
| 7193 | Instaladores de sistemas de impermeabilización en edificios | 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 |
|---|---|---|
| 32142 | Berufe in der Dachdeckerei - fachlich ausgerichtete Tätigkeiten | 范围相同暂定 |
| 33233 | Berufe in der Bauwerksabdichtung - komplexe Spezialistentätigkeiten | 相关,但不对应 |
| 33232 | Berufe in der Bauwerksabdichtung - 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 |
|---|---|---|
| 663 | 屋根ふき従事者 | 本职业范围更宽 |
| 526 | 板金従事者 | 相关,但不对应 |
| 669 | その他の建設従事者 | 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