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销售与市场营销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
0.047
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| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Write speeches, press releases, or other promotional materials to increase awareness of the causes, missions, or goals of organizations seeking funds.13-1131 | 0.018022.2 | 0.002311.7 |
Compile or develop materials to submit to granting or other funding organizations.13-1131 | 0.014618.0 | —0 |
Prepare materials for charitable events, such as fundraising envelopes, bid sheets, or gift bags.13-1131 | 0.009712.0 | —0 |
Write reports or prepare presentations to communicate fundraising program data.13-1131 | 0.008110.0 | 0.00189.2 |
Identify and build relationships with potential donors.13-1131 | 0.00698.5 | —0 |
Solicit cash or in-kind donations or sponsorships from individual, business, or government donors.13-1131 | 0.00465.7 | —0 |
Conduct research to identify the goals, net worth, history of charitable donations, or other data related to potential donors, potential investors, or general donor markets.13-1131 | 0.00445.4 | 0.007538.3 |
Develop strategies to encourage new or increased contributions.13-1131 | 0.00404.9 | —0 |
Write and send letters of thanks to donors.13-1131 | 0.00283.5 | —0 |
Develop fundraising activity plans that maximize participation or contributions and minimize costs.13-1131 | 0.00273.3 | —0 |
| Not observed on any surface — 14 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. | ||
Attend community events, meetings, or conferences to promote organizational goals or solicit donations or sponsorships. | —0 | —0 |
Contact corporate representatives, government officials, or community leaders to increase awareness of organizational causes, activities, or needs. | —0 | —0 |
Create or update donor databases. | —0 | —0 |
Design or produce materials such as posters, Web sites, or newsletters to promote, market, or advertise fundraising events. | —0 | —0 |
Direct or coordinate web-based fundraising activities, such as online auctions or donation Web sites. | —0 | —0 |
Direct or supervise fundraising staff, including volunteer staff members. | —0 | —0 |
Establish fundraising or participation goals for special events or specified time periods. | —0 | —0 |
Explain the tax advantages of contributions to potential donors. | —0 | —0 |
Monitor budgets, expense reports, or other financial data for fundraising organizations. | —0 | —0 |
Plan and direct special events for fundraising, such as silent auctions, dances, golf events, or walks. | —0 | —0 |
Recruit sponsors, participants, or volunteers for fundraising events. | —0 | —0 |
Develop corporate fundraising programs, such as employer gift-matching. | —0 | —0 |
Coordinate transportation or delivery of materials, supplies, or donations for fundraising events. | —0 | —0 |
Secure speakers for charitable events, community meetings, or conferences to increase awareness of charitable, nonprofit, or political causes. | —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 |
|---|---|
Explain the tax advantages of contributions to potential donors.O*NET Task ID 18916 | 1.0 |
Write speeches, press releases, or other promotional materials to increase awareness of the causes, missions, or goals of organizations seeking funds.O*NET Task ID 18924 | 1.0 |
Write and send letters of thanks to donors.O*NET Task ID 18931 | 1.0 |
Write reports or prepare presentations to communicate fundraising program data.O*NET Task ID 18932 | 1.0 |
Contact corporate representatives, government officials, or community leaders to increase awareness of organizational causes, activities, or needs.O*NET Task ID 18906 | 0.5 |
Create or update donor databases.O*NET Task ID 18907 | 0.5 |
Design or produce materials such as posters, Web sites, or newsletters to promote, market, or advertise fundraising events.O*NET Task ID 18908 | 0.5 |
Develop corporate fundraising programs, such as employer gift-matching.O*NET Task ID 18909 | 0.5 |
Develop fundraising activity plans that maximize participation or contributions and minimize costs.O*NET Task ID 18910 | 0.5 |
Develop or implement fundraising activities, such as annual giving campaigns or direct mail programs.O*NET Task ID 18911 | 0.5 |
Attend community events, meetings, or conferences to promote organizational goals or solicit donations or sponsorships.O*NET Task ID 18905 | 0.0 |
Direct or supervise fundraising staff, including volunteer staff members.O*NET Task ID 18914 | 0.0 |
Coordinate transportation or delivery of materials, supplies, or donations for fundraising events.O*NET Task ID 18927 | 0.0 |
Prepare materials such as fundraising envelopes, bid sheets, or gift bags for charitable events.O*NET Task ID 18929 | 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