データベース管理者
コンピュータ・数学AI露出度
- データ出典: BLS公表時点: '26.08
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: '26.03
0.332
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: '25
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 % | APIRaw / share % |
|---|---|---|
Train users and answer questions.15-1242 | 0.060037.5 | 0.00000.0 |
Provide technical support to junior staff or clients.15-1242 | 0.040025.0 | 0.00000.0 |
Modify existing databases and database management systems or direct programmers and analysts to make changes.15-1242 | 0.030018.8 | 0.070050.0 |
Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.15-1242 | 0.030018.8 | 0.020014.3 |
Develop data models describing data elements and how they are used, following procedures and using pen, template, or computer software.15-1242 | 0.00000.0 | 0.00000.0 |
Test changes to database applications or systems.15-1242 | 0.00000.0 | 0.00000.0 |
Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.15-1242 | 0.00000.0 | —0 |
Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.15-1242 | 0.00000.0 | —0 |
Test programs or databases, correct errors, and make necessary modifications. | —0 | 0.040028.6 |
Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure. | —0 | 0.01007.1 |
| Not observed on any surface — 8 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. | ||
Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information. | —0 | —0 |
Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases. | —0 | —0 |
Specify users and user access levels for each segment of database. | —0 | —0 |
Review procedures in database management system manuals to make changes to database. | —0 | —0 |
Select and enter codes to monitor database performance and to create production databases. | —0 | —0 |
Plan and install upgrades of database management system software to enhance database performance. | —0 | —0 |
Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management. | —0 | —0 |
Revise company definition of data as defined in data dictionary. | —0 | —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 |
|---|---|
Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information.O*NET Task ID 1298 | 1.0 |
Modify existing databases and database management systems or direct programmers and analysts to make changes.O*NET Task ID 1299 | 1.0 |
Test programs or databases, correct errors, and make necessary modifications.O*NET Task ID 1300 | 1.0 |
Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.O*NET Task ID 1301 | 1.0 |
Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases.O*NET Task ID 1302 | 1.0 |
Specify users and user access levels for each segment of database.O*NET Task ID 1305 | 1.0 |
Develop data model describing data elements and how they are used, following procedures and using pen, template, or computer software.O*NET Task ID 1306 | 1.0 |
Review procedures in database management system manuals to make changes to database.O*NET Task ID 1309 | 1.0 |
Select and enter codes to monitor database performance and to create production database.O*NET Task ID 1311 | 1.0 |
Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.O*NET Task ID 1313 | 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
Occupation information
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) identifies "design databases" as one of 8 activities associated with higher wages, while "monitor operation of computer or information technologies" is among 6 associated with lower wages. Effect sizes were not published.
[出典: ADP Research / Stanford Digital Economy Lab, Unbundling Jobs (July 2026)]