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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
0.287
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
0.43
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30%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 16 件を表示| Task | Claude.aiRaw / share % |
|---|---|
Configure security settings or access permissions for groups or individuals.15-1152 | 0.079029.7 |
Troubleshoot network or connectivity problems for users or user groups.15-1152 | 0.060222.6 |
Analyze and report computer network security breaches or attempted breaches.15-1152 | 0.052519.7 |
Research hardware or software products to meet technical networking or security needs.15-1152 | 0.032312.1 |
Analyze network data to determine network usage, disk space availability, or server function.15-1152 | 0.01475.5 |
Create or revise user instructions, procedures, or manuals.15-1152 | 0.01164.4 |
Monitor industry websites or publications for information about patches, releases, viruses, or potential problem identification.15-1152 | 0.00913.4 |
Back up network data.15-1152 | 0.00371.4 |
Identify the causes of networking problems, using diagnostic testing software and equipment.15-1152 | 0.00170.7 |
Create or update technical documentation for network installations or changes to existing installations.15-1152 | 0.00150.6 |
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 |
|---|---|
Configure and define parameters for installation or testing of local area network (LAN), wide area network (WAN), hubs, routers, switches, controllers, multiplexers, or related networking equipment.O*NET Task ID 18990 | 1.0 |
Configure security settings or access permissions for groups or individuals.O*NET Task ID 18991 | 1.0 |
Configure wide area network (WAN) or local area network (LAN) routers or related equipment.O*NET Task ID 18992 | 1.0 |
Document network support activities.O*NET Task ID 18993 | 1.0 |
Evaluate local area network (LAN) or wide area network (WAN) performance data to ensure sufficient availability or speed, to identify network problems, or for disaster recovery purposes.O*NET Task ID 18994 | 1.0 |
Install network software, including security or firewall software.O*NET Task ID 18997 | 1.0 |
Install new hardware or software systems or components, ensuring integration with existing network systems.O*NET Task ID 18998 | 1.0 |
Test computer software or hardware, using standard diagnostic testing equipment and procedures.O*NET Task ID 19001 | 1.0 |
Create or revise user instructions, procedures, or manuals.O*NET Task ID 19005 | 1.0 |
Create or update technical documentation for network installations or changes to existing installations.O*NET Task ID 19006 | 1.0 |
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
職業情報
この職業に関わる最近の変化
2026年7月: ADP/Stanford linked postings-payroll study of ~7,000 IT workers (2019-2025) finds "diagnose system or equipment problems" and "monitor operation of computer or information technologies" among the 6 activities associated with lower wages, indicating within-occupation wage compression risk rather than headcount loss. Effect sizes were not published.
[出典: ADP Research / Stanford Digital Economy Lab, Unbundling Jobs (July 2026)]These summaries were written by AI Changing Work from the source linked with each one, and any figures in them are given as AI Changing Work summarised them; they can differ from the source's own wording and from figures shown elsewhere on this page, so check the source before relying on them. AI Changing Work matched this page's occupation to an O*NET occupation and chose, by its own judgment, case by case, which summaries relate to that O*NET occupation; a summary appearing here does not mean that its source names this occupation.