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AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    中等· 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

    0.000

    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

    0.42

    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 33%。

    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

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.

TaskβE1 + 0.5 × E2
Learn to operate new office technologies as they are developed and implemented.

O*NET Task ID 21265

1.0
Manage paper or electronic filing systems by recording information, updating paperwork, or maintaining documents, such as attendance records or correspondence.

O*NET Task ID 21266

1.0
Direct or coordinate the supportive services department of a business, agency, or organization.

O*NET Task ID 19

0.5
Set goals and deadlines for the department.

O*NET Task ID 20

0.5
Prepare and review operational reports and schedules to ensure accuracy and efficiency.

O*NET Task ID 21

0.5
Analyze internal processes and recommend and implement procedural or policy changes to improve operations, such as supply changes or the disposal of records.

O*NET Task ID 22

0.5
Plan, administer, and control budgets for contracts, equipment, and supplies.

O*NET Task ID 24

0.5
Hire and terminate clerical and administrative personnel.

O*NET Task ID 26

0.5
Communicate with and provide guidance for external vendors and service providers to ensure the organization, department, or work unit's business needs are met.

O*NET Task ID 21262

0.5
Develop operational standards and procedures for the work unit or department.

O*NET Task ID 21263

0.5
Acquire, distribute and store supplies.

O*NET Task ID 23

0.0
Conduct classes to teach procedures to staff.

O*NET Task ID 30

0.0
Meet with other departmental leaders to establish organizational goals, strategic plans, and objectives, as well as make decisions about personnel, resources, and space or equipment needs.

O*NET Task ID 21267

0.0
Represent work unit at meetings or conferences and serve as liaison for requests or complaints.

O*NET Task ID 21270

0.0
Supervise administrative staff and provide training and orientation to new staff.

O*NET Task ID 21271

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®, Eloundou et al. (2023): see full notices on the Credits page

职业信息