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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

    来源数据集(XLSX 文件下载)

  • 数据来源: Anthropic发布时间: 2026-03

    0.173

    0.000此处所载数值的范围0.745
    尺度 · 母数 · 来源

    观测暴露度指数,按发布原值0–1

    以O*NET任务映射为基准

    来源数据集

  • 数据来源: ILO发布时间: 2025

    0.39

    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 44%。

    来源数据集

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
TaskClaude.aiRaw / share %APIRaw / share %
Develop communications materials, advertisements, presentations, or public relations initiatives to promote awareness of products and services.

11-2011

0.440066.70.100043.5
Plan and prepare advertising and promotional material to increase sales of products or services, working with customers, company officials, sales departments, and advertising agencies.

11-2011

0.180027.30.040017.4
Monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.

11-2011

0.03004.50.040017.4
Conduct research on consumer opinions and buying habits, and identify target audiences for products, services, or technologies.

11-2011

0.01001.50.01004.3
Devise or evaluate methods and procedures for collecting data, such as surveys, opinion polls, and questionnaires.

11-2011

0.00000.00.02008.7
Plan and execute advertising policies and strategies for organizations.

11-2011

0.00000.00.00000.0
Analyze marketing or sales trends to forecast future conditions.

11-2011

0.00000.00.00000.0
Analyze the effectiveness of marketing tactics or channels.
—00.02008.7
Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to specifications.
—00.00000.0
Contact organizations to explain services and facilities offered.
—00.00000.0
Not observed on any surface — 20 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.
Prepare budgets and submit estimates for program costs as part of campaign plan development.
—0—0
Coordinate activities of departments, such as sales, graphic arts, media, finance, and research.
—0—0
Identify and develop contacts for promotional campaigns and industry programs that meet identified buyer targets, such as dealers, distributors, or consumers.
—0—0
Confer with department heads or staff to discuss topics such as contracts, selection of advertising media, or product to be advertised.
—0—0
Read trade journals and professional literature to stay informed on trends, innovations, and changes that affect media planning.
—0—0
Direct, motivate, and monitor the mobilization of a campaign team to advance campaign goals.
—0—0
Track program budgets, expenses, and campaign response rates to evaluate each campaign, based on program objectives and industry norms.
—0—0
Coordinate with the media to disseminate advertising.
—0—0
Prepare and negotiate advertising and sales contracts.
—0—0
Formulate plans to extend business with established accounts and to transact business as agent for advertising accounts.
—0—0
Provide presentation and product demonstration support during the introduction of new products and services to field staff and customers.
—0—0
Assemble and communicate with a strong, diverse coalition of organizations or public figures, securing their cooperation, support, and action, to further campaign goals.
—0—0
Train and direct workers engaged in developing and producing advertisements.
—0—0
Direct and coordinate product research and development.
—0—0
Represent company at trade association meetings to promote products.
—0—0
Manage sales team, including setting goals, providing incentives, and evaluating employee performance.
—0—0
Attend or participate in conferences, community events, and promotional events related to products or technologies.
—0—0
Coordinate with marketing team members, graphic artists, and other workers to develop and implement marketing programs.
—0—0
Develop comprehensive marketing strategies, using knowledge of products and technologies, markets, and regulations.
—0—0
Maintain portfolios of marketing campaigns, strategies, and other marketing products or ideas.
—0—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

职业信息