航空航天测试工程师
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
0.075
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
0.32
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 64%。
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| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Evaluate product data or design from inspections or reports for conformance to engineering principles, customer requirements, environmental regulations, or quality standards.17-2011 | 0.030042.9 | 0.280087.5 |
Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.17-2011 | 0.030042.9 | 0.01003.1 |
Formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.17-2011 | 0.010014.3 | 0.00000.0 |
Diagnose performance problems by reviewing reports or documentation from customers or field engineers or by inspecting malfunctioning or damaged products.17-2011 | 0.00000.0 | 0.03009.4 |
Maintain records of performance reports for future reference.17-2011 | 0.00000.0 | 0.00000.0 |
Develop design criteria for aeronautical or aerospace products or systems, including testing methods, production costs, quality standards, environmental standards, or completion dates.17-2011 | 0.00000.0 | —0 |
| Not observed on any surface — 10 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. | ||
Direct or coordinate activities of engineering or technical personnel involved in designing, fabricating, modifying, or testing of aircraft or aerospace products. | —0 | —0 |
Plan or conduct experimental, environmental, operational, or stress tests on models or prototypes of aircraft or aerospace systems or equipment. | —0 | —0 |
Analyze project requests, proposals, or engineering data to determine feasibility, productibility, cost, or production time of aerospace or aeronautical products. | —0 | —0 |
Plan or coordinate investigation and resolution of customers' reports of technical problems with aircraft or aerospace vehicles. | —0 | —0 |
Formulate conceptual design of aeronautical or aerospace products or systems to meet customer requirements or conform to environmental regulations. | —0 | —0 |
Evaluate and approve selection of vendors by studying past performance or new advertisements. | —0 | —0 |
Design new or modify existing aerospace systems to reduce polluting emissions, such as nitrogen oxide, carbon monoxide, or smoke emissions. | —0 | —0 |
Design or engineer filtration systems that reduce harmful emissions. | —0 | —0 |
Evaluate biofuel performance specifications to determine feasibility for aerospace applications. | —0 | —0 |
Direct aerospace research and development programs. | —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 |
|---|---|
Formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.O*NET Task ID 1339 | 1.0 |
Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.O*NET Task ID 1340 | 1.0 |
Maintain records of performance reports for future reference.O*NET Task ID 1346 | 1.0 |
Direct or coordinate activities of engineering or technical personnel involved in designing, fabricating, modifying, or testing of aircraft or aerospace products.O*NET Task ID 1335 | 0.5 |
Analyze project requests, proposals, or engineering data to determine feasibility, productibility, cost, or production time of aerospace or aeronautical products.O*NET Task ID 1341 | 0.5 |
Evaluate and approve selection of vendors by studying past performance or new advertisements.O*NET Task ID 1344 | 0.5 |
Plan or coordinate investigation and resolution of customers' reports of technical problems with aircraft or aerospace vehicles.O*NET Task ID 1345 | 0.5 |
Design new or modify existing aerospace systems to reduce polluting emissions, such as nitrogen oxide, carbon monoxide, or smoke emissions.O*NET Task ID 19601 | 0.5 |
Design or engineer filtration systems that reduce harmful emissions.O*NET Task ID 19602 | 0.5 |
Evaluate biofuel performance specifications to determine feasibility for aerospace applications.O*NET Task ID 19603 | 0.5 |
Plan or conduct experimental, environmental, operational, or stress tests on models or prototypes of aircraft or aerospace systems or equipment.O*NET Task ID 1337 | 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