合规检查员
法律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
0.121
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
0.43
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 30%。
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 |
|---|---|
Warn violators of infractions or penalties.O*NET Task ID 21446 | 1.0 |
Advise licensees or other individuals or groups concerning licensing, permit, or passport regulations.O*NET Task ID 21448 | 1.0 |
Prepare reports of activities, evaluations, recommendations, or decisions.O*NET Task ID 21449 | 1.0 |
Report law or regulation violations to appropriate boards or agencies.O*NET Task ID 21450 | 1.0 |
Score tests and observe equipment operation and control to rate ability of applicants.O*NET Task ID 21456 | 1.0 |
Prepare correspondence to inform concerned parties of licensing decisions or appeals processes.O*NET Task ID 21457 | 1.0 |
Evaluate applications, records, or documents to gather information about eligibility or liability issues.O*NET Task ID 21447 | 0.5 |
Confer with or interview officials, technical or professional specialists, or applicants to obtain information or to clarify facts relevant to licensing decisions.O*NET Task ID 21451 | 0.5 |
Issue licenses to individuals meeting standards.O*NET Task ID 21452 | 0.5 |
Collect fees for licenses.O*NET Task ID 21453 | 0.5 |
Administer oral, written, road, or flight tests to license applicants.O*NET Task ID 21454 | 0.0 |
Visit establishments to verify that valid licenses or permits are displayed and that licensing standards are being upheld.O*NET Task ID 21455 | 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
职业信息
与本职业相关的近期变化
2026年3月: ATE 0.42 by 2027 in SF Bay Tier 1. Part of the 91.7% of financial occupations crossing moderate-risk threshold in Tier 1 by 2027.
[来源: arXiv 2604.00186 (Gupta & Kumar, 2026)]These summaries were written by AI Changing Work from the source linked with each one, and any figures in them are given as AI Changing Work summarised them; they can differ from the source's own wording and from figures shown elsewhere on this page, so check the source before relying on them. AI Changing Work matched this page's occupation to an O*NET occupation and chose, by its own judgment, case by case, which summaries relate to that O*NET occupation; a summary appearing here does not mean that its source names this occupation.