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办公与行政支持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
0.000
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
仅显示有暴露的工作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 |
|---|---|
Prepare documents, such as work orders, bills of lading, or shipping orders, to route materials.O*NET Task ID 4737 | 1.0 |
Record shipment data, such as weight, charges, space availability, damages, or discrepancies, for reporting, accounting, or recordkeeping purposes.O*NET Task ID 4739 | 1.0 |
Compute amounts, such as space available, shipping, storage, or demurrage charges, using computer or price list.O*NET Task ID 4744 | 1.0 |
Contact carrier representatives to make arrangements or to issue instructions for shipping and delivery of materials.O*NET Task ID 4740 | 0.5 |
Confer or correspond with establishment representatives to rectify problems, such as damages, shortages, or nonconformance to specifications.O*NET Task ID 4741 | 0.5 |
Compare shipping routes or methods to determine which have the least environmental impact.O*NET Task ID 19834 | 0.5 |
Examine shipment contents and compare with records, such as manifests, invoices, or orders, to verify accuracy.O*NET Task ID 20276 | 0.5 |
Determine shipping methods, routes, or rates for materials to be shipped.O*NET Task ID 20279 | 0.5 |
Requisition and store shipping materials and supplies to maintain inventory of stock.O*NET Task ID 4742 | 0.0 |
Pack, seal, label, or affix postage to prepare materials for shipping, using hand tools, power tools, or postage meter.O*NET Task ID 20277 | 0.0 |
Deliver or route materials to departments using handtruck, conveyor, or sorting bins.O*NET Task ID 20278 | 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®, Eloundou et al. (2023): see full notices on the Credits page