社会学家

生命、物理与社会科学

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

    0.383

    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

    0.48

    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 21%。

    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
Prepare publications and reports containing research findings.

O*NET Task ID 5464

1.0
Collaborate with research workers in other disciplines.

O*NET Task ID 5472

1.0
Analyze and interpret data to increase the understanding of human social behavior.

O*NET Task ID 5465

0.5
Plan and conduct research to develop and test theories about societal issues such as crime, group relations, poverty, and aging.

O*NET Task ID 5466

0.5
Collect data about the attitudes, values, and behaviors of people in groups, using observation, interviews, and review of documents.

O*NET Task ID 5467

0.5
Develop, implement, and evaluate methods of data collection, such as questionnaires or interviews.

O*NET Task ID 5468

0.5
Teach sociology.

O*NET Task ID 5469

0.5
Direct work of statistical clerks, statisticians, and others who compile and evaluate research data.

O*NET Task ID 5470

0.5
Consult with and advise individuals such as administrators, social workers, and legislators regarding social issues and policies, as well as the implications of research findings.

O*NET Task ID 5471

0.5
Develop approaches to the solution of groups' problems, based on research findings in sociology and related disciplines.

O*NET Task ID 5473

0.5
Develop problem intervention procedures, using techniques such as interviews, consultations, role playing, and participant observation of group interactions.

O*NET Task ID 5475

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