統計事務員
事務・管理サポートAI露出度
- データ出典: BLS公表時点: 2026-08
非常に高い· 相対
低い4段階の相対区分非常に高い職業群単位の値
尺度・母数・出典
4段階の相対区分（低い / 中程度 / 高い / 非常に高い）
BLS雇用見通し表の詳細職業831件が母数。値は NEM(全国雇用マトリクス)コード単位で付与されるため、同じ NEM コードの職業は同じバンドになります
- データ出典: Anthropic公表時点: 2026-03
0.510
0.000ここに掲載された値の範囲0.745尺度・母数・出典
- データ出典: ILO公表時点: 2025
0.57
0.09ここに掲載された値の範囲0.70職業群単位の値
尺度・母数・出典
生成AI露出度指数、公開されたまま0–1
ISCO-08の職業小分類単位 — 同じコードの職業はすべて同じ値
当サイトの算出であり、ILOが公表した数値ではありません。当サイトがILOデータセットに結び付けた職業1,012件のうち、この値以上のものは7%です。
この出典がどのような性格の値か
BLSの区分は絶対水準ではなく相対順位であり、一次測定でもありません。複数の既存研究が付けた職業別パーセンタイル順位を4段階にまとめた値です。雇用や賃金の予測でもなく、導入確率でもなく、自動化と増強を区別しません。
Task-level exposure
露出のある作業のみ| Task | Claude.aiRaw / share % |
|---|---|
Develop or apply data mining and machine learning algorithms.43-9111 | 0.792043.3 |
Perform routine system administrative functions such as troubleshooting, back-ups, and upgrades.43-9111 | 0.292616.0 |
Compile reports, charts, or graphs that describe and interpret findings of analyses.43-9111 | 0.17769.7 |
Compute and analyze data, using statistical formulas and computers or calculators.43-9111 | 0.13557.4 |
Write computer programs or scripts to be used in querying databases.43-9111 | 0.11336.2 |
Monitor database performance and perform any necessary maintenance, upgrades, or repairs.43-9111 | 0.06713.7 |
Develop or maintain applications that process biologically based data into searchable databases for purposes of analysis, calculation, or presentation.43-9111 | 0.05312.9 |
Create data management or error-checking procedures and user manuals.43-9111 | 0.05092.8 |
Discuss data presentation requirements with clients.43-9111 | 0.02921.6 |
Document all database changes, modifications, or problems.43-9111 | 0.02861.6 |
| Not observed on any surface — 13 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 |
File data and related information and maintain and update databases. | —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 |
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