采购经理
管理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
0.200
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
0.42
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 33%。
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 % |
|---|---|---|
Locate vendors of materials, equipment or supplies, and interview them to determine product availability and terms of sales.11-3061 | 0.009833.2 | 0.007014.4 |
Prepare reports regarding market conditions and merchandise costs.11-3061 | 0.007324.5 | 0.005812.0 |
Administer online purchasing systems.11-3061 | 0.005418.2 | 0.025151.7 |
Develop and implement purchasing and contract management instructions, policies, and procedures.11-3061 | 0.004916.4 | —0 |
Prepare and process requisitions and purchase orders for supplies and equipment.11-3061 | 0.00237.7 | —0 |
Review, evaluate, and approve specifications for issuing and awarding bids. | —0 | 0.010621.8 |
| Not observed on any surface — 11 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. | ||
Maintain records of goods ordered and received. | —0 | —0 |
Control purchasing department budgets. | —0 | —0 |
Interview and hire staff, and oversee staff training. | —0 | —0 |
Review purchase order claims and contracts for conformance to company policy. | —0 | —0 |
Analyze market and delivery systems to assess present and future material availability. | —0 | —0 |
Participate in the development of specifications for equipment, products or substitute materials. | —0 | —0 |
Resolve vendor or contractor grievances, and claims against suppliers. | —0 | —0 |
Represent companies in negotiating contracts and formulating policies with suppliers. | —0 | —0 |
Direct and coordinate activities of personnel engaged in buying, selling, and distributing materials, equipment, machinery, and supplies. | —0 | —0 |
Prepare bid awards requiring board approval. | —0 | —0 |
Arrange for disposal of surplus materials. | —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 |
|---|---|
Maintain records of goods ordered and received.O*NET Task ID 1020 | 1.0 |
Review purchase order claims and contracts for conformance to company policy.O*NET Task ID 1025 | 1.0 |
Develop and implement purchasing and contract management instructions, policies, and procedures.O*NET Task ID 1027 | 1.0 |
Administer online purchasing systems.O*NET Task ID 1035 | 1.0 |
Locate vendors of materials, equipment or supplies, and interview them to determine product availability and terms of sales.O*NET Task ID 1021 | 0.5 |
Prepare and process requisitions and purchase orders for supplies and equipment.O*NET Task ID 1022 | 0.5 |
Control purchasing department budgets.O*NET Task ID 1023 | 0.5 |
Analyze market and delivery systems to assess present and future material availability.O*NET Task ID 1026 | 0.5 |
Participate in the development of specifications for equipment, products, or substitute materials.O*NET Task ID 1028 | 0.5 |
Resolve vendor or contractor grievances and claims against suppliers.O*NET Task ID 1029 | 0.5 |
Interview and hire staff, and oversee staff training.O*NET Task ID 1024 | 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