统计助理
办公与行政支持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
0.510
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
0.57
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 7%。
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| Task | Claude.aiRaw / share % |
|---|---|
Perform routine system administrative functions such as troubleshooting, back-ups, and upgrades.43-9111 | 1.812454.3 |
Develop or apply data mining and machine learning algorithms.43-9111 | 0.628018.8 |
Compile reports, charts, or graphs that describe and interpret findings of analyses.43-9111 | 0.26578.0 |
Monitor database performance and perform any necessary maintenance, upgrades, or repairs.43-9111 | 0.19996.0 |
Compute and analyze data, using statistical formulas and computers or calculators.43-9111 | 0.10943.3 |
Write computer programs or scripts to be used in querying databases.43-9111 | 0.08132.4 |
Document all database changes, modifications, or problems.43-9111 | 0.06051.8 |
Create data management or error-checking procedures and user manuals.43-9111 | 0.05471.6 |
Discuss data presentation requirements with clients.43-9111 | 0.03060.9 |
Conduct quality analyses of data inputs and resulting analyses or predictions.43-9111 | 0.02680.8 |
| Not observed on any surface — 15 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. | |
Compile statistics from source materials, such as production or sales records, quality-control or test records, time sheets, or survey sheets. | —0 |
Check source data to verify completeness and accuracy. | —0 |
Participate in the publication of data or information. | —0 |
Organize paperwork, such as survey forms or reports, for distribution or analysis. | —0 |
Code data prior to computer entry, using lists of codes. | —0 |
Check survey responses for errors, such as the use of pens instead of pencils, and set aside response forms that cannot be used. | —0 |
Interview people and keep track of their responses. | —0 |
Send out surveys. | —0 |
Confer with researchers, clinicians, or information technology staff to determine data needs and programming requirements and to provide assistance with database-related research activities. | —0 |
Maintain awareness of new and emerging computational methods and technologies. | —0 |
Participate in the preparation of reports or scientific publications. | —0 |
Test new or updated software or tools and provide feedback to developers. | —0 |
Train bioinformatics staff or researchers in the use of databases. | —0 |
Confer with database users about project timelines and changes. | —0 |
Package bioinformatics data for submission to public repositories. | —0 |
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 |
|---|---|
Compute and analyze data, using statistical formulas and computers or calculators.O*NET Task ID 9788 | 1.0 |
Enter data into computers for use in analyses or reports.O*NET Task ID 9789 | 1.0 |
Compile statistics from source materials, such as production or sales records, quality-control or test records, time sheets, or survey sheets.O*NET Task ID 9790 | 1.0 |
Compile reports, charts, or graphs that describe and interpret findings of analyses.O*NET Task ID 9791 | 1.0 |
Check source data to verify completeness and accuracy.O*NET Task ID 9792 | 1.0 |
Participate in the publication of data or information.O*NET Task ID 9793 | 1.0 |
File data and related information, and maintain and update databases.O*NET Task ID 9795 | 1.0 |
Select statistical tests for analyzing data.O*NET Task ID 9796 | 1.0 |
Organize paperwork, such as survey forms or reports, for distribution or analysis.O*NET Task ID 9797 | 1.0 |
Code data prior to computer entry, using lists of codes.O*NET Task ID 9798 | 1.0 |
Discuss data presentation requirements with clients.O*NET Task ID 9794 | 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®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page