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
- 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
- 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%。
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
显示隐藏的 4 项工作| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Prepare publications and reports containing research findings.19-3041 | 0.041739.7 | 0.007620.3 |
Develop approaches to the solution of groups' problems, based on research findings in sociology and related disciplines.19-3041 | 0.016415.6 | 0.00338.8 |
Develop problem intervention procedures, using techniques such as interviews, consultations, role playing, and participant observation of group interactions.19-3041 | 0.013112.5 | 0.004913.2 |
Develop, implement, and evaluate methods of data collection, such as questionnaires or interviews.19-3041 | 0.012912.3 | —0 |
Plan and conduct research to develop and test theories about societal issues such as crime, group relations, poverty, and aging.19-3041 | 0.012612.0 | 0.00359.3 |
Collaborate with research workers in other disciplines.19-3041 | 0.00323.0 | —0 |
Analyze and interpret data to increase the understanding of human social behavior.19-3041 | 0.00282.7 | 0.008923.6 |
Collect data about the attitudes, values, and behaviors of people in groups, using observation, interviews, and review of documents.19-3041 | 0.00242.3 | 0.009324.7 |
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 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 |
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