建筑经理
管理AI暴露度
- 数据来源: BLS发布时间: 2026-08
高· 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
0.119
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
0.34
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
ISCO-08职业小类单位 — 共用同一代码的职业取值相同
本站计算，并非国际劳工组织发布的数值。在本站与 ILO 数据集相连的 1,012 个职业中，达到或高于此值的占 62%。
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
| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Develop or implement quality control programs.11-9021 | 0.00000.0 | 0.00000.0 |
Apply for and obtain all necessary permits or licenses.11-9021 | 0.00000.0 | 0.00000.0 |
Prepare and submit budget estimates, progress reports, or cost tracking reports.11-9021 | 0.00000.0 | —0 |
Prepare contracts or negotiate revisions to contractual agreements with architects, consultants, clients, suppliers, or subcontractors.11-9021 | 0.00000.0 | —0 |
Interpret and explain plans and contract terms to representatives of the owner or developer, including administrative staff, workers, or clients.11-9021 | 0.00000.0 | —0 |
Inspect or review projects to monitor compliance with building and safety codes or other regulations. | —0 | 0.00000.0 |
| Not observed on any surface — 19 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. | ||
Confer with supervisory personnel, owners, contractors, or design professionals to discuss and resolve matters, such as work procedures, complaints, or construction problems. | —0 | —0 |
Plan, organize, or direct activities concerned with the construction or maintenance of structures, facilities, or systems. | —0 | —0 |
Determine labor requirements for dispatching workers to construction sites. | —0 | —0 |
Study job specifications to determine appropriate construction methods. | —0 | —0 |
Requisition supplies or materials to complete construction projects. | —0 | —0 |
Develop or implement environmental protection programs. | —0 | —0 |
Implement training programs on environmentally responsible building topics to update employee skills and knowledge. | —0 | —0 |
Inspect or review projects to monitor compliance with environmental regulations. | —0 | —0 |
Perform, or contract others to perform, pre-building assessments, such as conceptual cost estimating, rough order of magnitude estimating, feasibility, or energy efficiency, environmental, and sustainability assessments. | —0 | —0 |
Secure third-party verification from sources, such as Leadership in Energy Efficient Design (LEED), to ensure responsible design and building activities or to achieve favorable LEED ratings for building projects. | —0 | —0 |
Plan, schedule, or coordinate construction project activities to meet deadlines. | —0 | —0 |
Investigate damage, accidents, or delays at construction sites to ensure that proper construction procedures are being followed. | —0 | —0 |
Implement new or modified plans in response to delays, bad weather, or construction site emergencies. | —0 | —0 |
Evaluate construction methods and determine cost-effectiveness of plans, using computer models. | —0 | —0 |
Contract or oversee craft work, such as painting or plumbing. | —0 | —0 |
Direct and supervise construction or related workers. | —0 | —0 |
Direct acquisition of land for construction projects. | —0 | —0 |
Apply green building strategies to reduce energy costs or minimize carbon output or other sources of harm to the environment. | —0 | —0 |
Develop construction budgets to compare green and non-green construction alternatives, in terms of short-term costs, long-term costs, or environmental impacts. | —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 | βE1 + 0.5 × E2 |
|---|---|
Interpret and explain plans and contract terms to representatives of the owner or developer, including administrative staff, workers, or clients.O*NET Task ID 20336 | 1.0 |
Plan, organize, or direct activities concerned with the construction or maintenance of structures, facilities, or systems.O*NET Task ID 3315 | 0.5 |
Determine labor requirements for dispatching workers to construction sites.O*NET Task ID 3317 | 0.5 |
Inspect or review projects to monitor compliance with building and safety codes or other regulations.O*NET Task ID 3318 | 0.5 |
Study job specifications to determine appropriate construction methods.O*NET Task ID 3323 | 0.5 |
Requisition supplies or materials to complete construction projects.O*NET Task ID 3325 | 0.5 |
Prepare and submit budget estimates, progress reports, or cost tracking reports.O*NET Task ID 3326 | 0.5 |
Develop or implement quality control programs.O*NET Task ID 3327 | 0.5 |
Apply green building strategies to reduce energy costs or minimize carbon output or other sources of harm to the environment.O*NET Task ID 19518 | 0.5 |
Develop construction budgets to compare green and non-green construction alternatives, in terms of short-term costs, long-term costs, or environmental impacts.O*NET Task ID 19519 | 0.5 |
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