经纪人
商业与金融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
0.118
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
0.44
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 28%。
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 % |
|---|---|---|
Advise clients on financial and legal matters such as investments and taxes.13-1011 | 0.092045.3 | 0.01028.3 |
Confer with clients to develop strategies for their careers, and to explain actions taken on their behalf.13-1011 | 0.085041.9 | 0.00645.2 |
Keep informed of industry trends and deals.13-1011 | 0.020810.3 | 0.102283.3 |
Prepare periodic accounting statements for clients.13-1011 | 0.00261.3 | —0 |
Develop contacts with individuals and organizations, and apply effective strategies and techniques to ensure their clients' success.13-1011 | 0.00251.2 | 0.00393.2 |
| Not observed on any surface — 8 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. | ||
Collect fees, commissions, or other payments, according to contract terms. | —0 | —0 |
Schedule promotional or performance engagements for clients. | —0 | —0 |
Negotiate with managers, promoters, union officials, and other persons regarding clients' contractual rights and obligations. | —0 | —0 |
Manage business and financial affairs for clients, such as arranging travel and lodging, selling tickets, and directing marketing and advertising activities. | —0 | —0 |
Conduct auditions or interviews to evaluate potential clients. | —0 | —0 |
Arrange meetings concerning issues involving their clients. | —0 | —0 |
Obtain information about or inspect performance facilities, equipment, and accommodations to ensure that they meet specifications. | —0 | —0 |
Hire trainers or coaches to advise clients on performance matters such as training techniques or performance presentations. | —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 |
|---|---|
Collect fees, commissions, or other payments, according to contract terms.O*NET Task ID 12865 | 1.0 |
Send samples of clients' work and other promotional material to potential employers to obtain auditions, sponsorships, or endorsement deals.O*NET Task ID 21163 | 1.0 |
Confer with clients to develop strategies for their careers, and to explain actions taken on their behalf.O*NET Task ID 12866 | 0.5 |
Develop contacts with individuals and organizations, and apply effective strategies and techniques to ensure their clients' success.O*NET Task ID 12867 | 0.5 |
Schedule promotional or performance engagements for clients.O*NET Task ID 12868 | 0.5 |
Negotiate with managers, promoters, union officials, and other persons regarding clients' contractual rights and obligations.O*NET Task ID 12869 | 0.5 |
Keep informed of industry trends and deals.O*NET Task ID 12870 | 0.5 |
Manage business and financial affairs for clients, such as arranging travel and lodging, selling tickets, and directing marketing and advertising activities.O*NET Task ID 12871 | 0.5 |
Arrange meetings concerning issues involving their clients.O*NET Task ID 12873 | 0.5 |
Prepare periodic accounting statements for clients.O*NET Task ID 12874 | 0.5 |
Conduct auditions or interviews to evaluate potential clients.O*NET Task ID 12872 | 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