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コンピュータ・数学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
0.199
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
0.52
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15%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
非表示の作業 52 件を表示| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Provide user support by diagnosing network and device problems and implementing technical or procedural solutions.15-1241 | 0.080080.0 | 0.010014.3 |
Estimate time and materials needed to complete projects.15-1241 | 0.020020.0 | 0.010014.3 |
Monitor and analyze system performance, such as network traffic, security, and capacity.15-1241 | 0.00000.0 | 0.010014.3 |
Manage user access to systems and equipment through account management and password administration.15-1241 | 0.00000.0 | 0.010014.3 |
Implement controls to provide security for operating systems, software, and data.15-1241 | 0.00000.0 | 0.010014.3 |
Document user support activity, such as system problems, corrective actions, resolution status, and completed equipment installations.15-1241 | 0.00000.0 | 0.010014.3 |
Monitor and analyze network performance and reports on data input or output to detect problems, identify inefficient use of computer resources, or perform capacity planning.15-1241 | 0.00000.0 | 0.010014.3 |
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 |
|---|---|
Test and evaluate hardware and software to determine efficiency, reliability, or compatibility with existing systems.O*NET Task ID 16061 | 1.0 |
Prepare purchase requisitions for computer hardware and software, networking and telecommunications equipment, test equipment, cabling, or tools.O*NET Task ID 16066 | 1.0 |
Manage user access to systems and equipment through account management and password administration.O*NET Task ID 16070 | 1.0 |
Implement or perform preventive maintenance, backup, or recovery procedures.O*NET Task ID 16074 | 1.0 |
Implement controls to provide security for operating systems, software, and data.O*NET Task ID 16075 | 1.0 |
Document user support activity, such as system problems, corrective actions, resolution status, and completed equipment installations.O*NET Task ID 16076 | 1.0 |
Document technical specifications and operating standards for telecommunications equipment.O*NET Task ID 16077 | 1.0 |
Document procedures for hardware and software installation and use.O*NET Task ID 16078 | 1.0 |
Install, or coordinate installation of, new or modified hardware, software, or programming modules of telecommunications systems.O*NET Task ID 16083 | 1.0 |
Keep abreast of changes in industry practices and emerging telecommunications technology by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.O*NET Task ID 16058 | 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