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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
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
0.453
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 % |
|---|---|---|
Prepare or edit organizational publications, such as employee newsletters or stockholders' reports, for internal or external audiences.27-3031 | 0.214759.2 | 0.038824.9 |
Write press releases or other media communications to promote clients.27-3031 | 0.066818.4 | 0.00875.6 |
Study the objectives, promotional policies, or needs of organizations to develop public relations strategies that will influence public opinion or promote ideas, products, or services.27-3031 | 0.02767.6 | 0.029619.0 |
Coach client representatives in effective communication with the public or with employees.27-3031 | 0.01764.9 | 0.00603.8 |
Update and maintain content posted on the Web.27-3031 | 0.00952.6 | 0.041626.6 |
Respond to requests for information from the media or designate an appropriate spokesperson or information source.27-3031 | 0.00722.0 | 0.018912.1 |
Plan or conduct market or public opinion research to test products or determine potential for product success, communicating results to client or management.27-3031 | 0.00491.4 | 0.00634.0 |
Prepare or deliver speeches to further public relations objectives.27-3031 | 0.00471.3 | —0 |
Plan or direct development or communication of programs to maintain favorable public or stockholder perceptions of an organization's accomplishments, agenda, or environmental responsibility.27-3031 | 0.00381.0 | —0 |
Consult with advertising agencies or staff to arrange promotional campaigns in all types of media for products, organizations, or individuals.27-3031 | 0.00300.8 | 0.00362.3 |
| Not observed on any surface — 6 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. | ||
Establish or maintain cooperative relationships with representatives of community, consumer, employee, or public interest groups. | —0 | —0 |
Arrange public appearances, lectures, contests, or exhibits for clients to increase product or service awareness or to promote goodwill. | —0 | —0 |
Coordinate public responses to environmental management incidents or conflicts. | —0 | —0 |
Develop plans or materials to communicate activities undertaken by organizations that are beneficial to the environment, public safety, or other important social issues. | —0 | —0 |
Purchase advertising space or time as required to promote client's product or agenda. | —0 | —0 |
Develop marketing campaigns for environmental technologies or services. | —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 |
|---|---|
Prepare or deliver speeches to further public relations objectives.O*NET Task ID 1773 | 1.0 |
Write press releases or other media communications to promote clients.O*NET Task ID 20554 | 1.0 |
Prepare or edit organizational publications, such as employee newsletters or stockholders' reports, for internal or external audiences.O*NET Task ID 20557 | 1.0 |
Post and update content on the company's Web site and social media outlets.O*NET Task ID 23951 | 1.0 |
Respond to requests for information from the media or designate an appropriate spokesperson or information source.O*NET Task ID 1764 | 0.5 |
Confer with production or support personnel to produce or coordinate production of advertisements or promotions.O*NET Task ID 1767 | 0.5 |
Arrange public appearances, lectures, contests, or exhibits for clients to increase product or service awareness or to promote goodwill.O*NET Task ID 1768 | 0.5 |
Study the objectives, promotional policies, or needs of organizations to develop public relations strategies that will influence public opinion or promote ideas, products, or services.O*NET Task ID 1769 | 0.5 |
Confer with other managers to identify trends or key group interests or concerns or to provide advice on business decisions.O*NET Task ID 1770 | 0.5 |
Consult with advertising agencies or staff to arrange promotional campaigns in all types of media for products, organizations, or individuals.O*NET Task ID 1771 | 0.5 |
Establish or maintain cooperative relationships with representatives of community, consumer, employee, or public interest groups.O*NET Task ID 1765 | 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