工业工程师
生命、物理与社会科学AI暴露度
- 数据来源: BLS发布时间: 2026-08
很高· 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
0.037
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
0.37
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 53%。
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
显示隐藏的 36 项工作| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Investigate theoretical or conceptual issues, such as the human design considerations of lunar landers or habitats.17-2112 | 0.017236.4 | 0.003723.1 |
Operate testing equipment, such as heat stress meters, octave band analyzers, motion analysis equipment, inclinometers, light meters, velometers, sling psychrometers, or colormetric detection tubes.17-2112 | 0.007515.9 | 0.004830.0 |
Communicate with management and user personnel to develop production and design standards.17-2112 | 0.00439.1 | —0 |
Recommend methods for improving utilization of personnel, material, and utilities.17-2112 | 0.00428.9 | —0 |
Analyze complex systems to determine potential for further development, production, interoperability, compatibility, or usefulness in a particular area, such as aviation.17-2112 | 0.00398.3 | —0 |
Confer with clients, vendors, staff, and management personnel regarding purchases, product and production specifications, manufacturing capabilities, or project status.17-2112 | 0.00255.3 | —0 |
Conduct interviews or surveys of users or customers to collect information on topics such as requirements, needs, fatigue, ergonomics, or interfaces.17-2112 | 0.00224.7 | 0.007546.9 |
Draft and design layout of equipment, materials, and workspace to illustrate maximum efficiency using drafting tools and computer.17-2112 | 0.00224.7 | —0 |
Perform statistical analyses, such as social network pattern analysis, network modeling, discrete event simulation, agent-based modeling, statistical natural language processing, computational sociology, mathematical optimization, or systems dynamics.17-2112 | 0.00173.6 | —0 |
Design cognitive aids, such as procedural storyboards or decision support systems.17-2112 | 0.00153.2 | —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 |
|---|---|
Complete production reports, purchase orders, and material, tool, and equipment lists.O*NET Task ID 1408 | 1.0 |
Analyze statistical data and product specifications to determine standards and establish quality and reliability objectives of finished product.O*NET Task ID 1391 | 0.5 |
Develop manufacturing methods, labor utilization standards, and cost analysis systems to promote efficient staff and facility utilization.O*NET Task ID 1392 | 0.5 |
Recommend methods for improving utilization of personnel, material, and utilities.O*NET Task ID 1393 | 0.5 |
Plan and establish sequence of operations to fabricate and assemble parts or products and to promote efficient utilization.O*NET Task ID 1394 | 0.5 |
Apply statistical methods and perform mathematical calculations to determine manufacturing processes, staff requirements, and production standards.O*NET Task ID 1395 | 0.5 |
Draft and design layout of equipment, materials, and workspace to illustrate maximum efficiency using drafting tools and computer.O*NET Task ID 1398 | 0.5 |
Review production schedules, engineering specifications, orders, and related information to obtain knowledge of manufacturing methods, procedures, and activities.O*NET Task ID 1399 | 0.5 |
Communicate with management and user personnel to develop production and design standards.O*NET Task ID 1400 | 0.5 |
Formulate sampling procedures and designs and develop forms and instructions for recording, evaluating, and reporting quality and reliability data.O*NET Task ID 1402 | 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