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教育与培训

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

    0.054

    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

    0.46

    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 24%。

    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 %
Compose explanatory summaries of contents of books and other reference materials.

25-4031

0.028929.6
Retrieve information from central databases for storage in a library's computer.

25-4031

0.015916.3
Conduct reference searches, using printed materials and in-house and online databases.

25-4031

0.015515.9
Review subject matter of materials to be classified and select classification numbers and headings according to classification systems.

25-4031

0.010010.3
Design, customize, and maintain databases, web pages, and local area networks.

25-4031

0.00818.3
Help patrons find and use library resources, such as reference materials, audio-visual equipment, computers, and other electronic resources and provide technical assistance when needed.

25-4031

0.00818.3
Compile bibliographies and prepare abstracts on subjects of interest to particular organizations or groups.

25-4031

0.00464.7
Organize and maintain periodicals and reference materials.

25-4031

0.00232.4
Process print and non-print library materials to prepare them for inclusion in library collections.

25-4031

0.00222.3
Verify bibliographical data for materials, including author, title, publisher, publication date, and edition.

25-4031

0.00212.1
Not observed on any surface — 24 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.
Reserve, circulate, renew, and discharge books and other materials.
—0
Provide assistance to teachers and students by locating materials and helping to complete special projects.
—0
Train other staff, volunteers, or student assistants and schedule and supervise their work.
—0
Deliver and retrieve items throughout the library by hand or using pushcart.
—0
Answer routine telephone or in-person reference inquiries, referring patrons to librarians for further assistance, when necessary.
—0
Catalogue and sort books and other print and non-print materials according to procedure and return them to shelves, files, or other designated storage areas.
—0
Maintain and troubleshoot problems with library equipment, including computers, photocopiers, and audio-visual equipment.
—0
Enter and update patrons' records on computers.
—0
Take actions to halt disruption of library activities by problem patrons.
—0
Process interlibrary loans for patrons.
—0
Compile and maintain records relating to circulation, materials, and equipment.
—0
Collect fines and respond to complaints about fines.
—0
Issue identification cards to borrowers.
—0
Send out notices about lost or overdue books.
—0
Operate and maintain audio-visual equipment, such as projectors, tape recorders, and videocassette recorders.
—0
File catalog cards according to system used.
—0
Prepare volumes for binding.
—0
Collaborate with archivists to arrange for the safe storage of historical records and documents.
—0
Design posters and special displays to promote use of library facilities or specific reading programs at libraries.
—0
Order all print and non-print library materials, checking prices, figuring costs, preparing order slips, and making payments.
—0
Check for damaged library materials, such as books or audio-visual equipment, and provide replacements or make repairs.
—0
Claim missing issues of periodicals and journals.
—0
Plan and conduct children's programs, community outreach programs, and other specialized programs, such as library tours.
—0
Compile data and create statistical reports on library usage.
—0

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

职业信息