Database Architects
Computer and Mathematical Occupations- O*NET-SOC コード
- 15-1243.00
Design strategies for enterprise databases, data warehouse systems, and multidimensional networks. Set standards for database operations, programming, query processes, and security. Model, design, and construct large relational databases or data warehouses. Create and optimize data models for warehouse infrastructure and workflow. Integrate new systems with existing warehouse structure and refine system performance and functionality.
- 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
0.579
0.000ここに掲載された値の範囲0.745職業群単位の値
尺度・母数・出典
観測エクスポージャー指数、公開されたまま0–1
O*NETタスクへの対応づけが基準
SOC 2018の職業単位で公表された値で、同じSOC 2018コードを持つO*NET職業はすべてこの値になります
- データ出典: ILO公表時点: 2025
0.49–0.57· ISCO-08職業グループ3件
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の細分類（4桁）単位で公表された値です。米国労働統計局（BLS）の公式対応表（ISCO-08→2010 SOC、2010 SOC→2018 SOC）を公表どおり適用してこの職業に結び付けており、対応は全部または一部です
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。
結び付けたISCO-08グループごとのILO値
- ISCO-08 2519Software and Applications Developers and Analysts Not Elsewhere Classified0.55
- ISCO-08 2521Database Designers and Administrators0.57
- ISCO-08 2529Database and Network Professionals Not Elsewhere Classified0.49
Task-level exposure
露出のある作業のみ評価済みタスク 25 件 · β ≥ 0.5 のタスク 25 件（100.0%）
β = 直接的な露出（E1）+ 0.5 × ツール利用時の露出（E2）。原典リポジトリの定義に従います。
- 原典の単位：O*NET 27.2 のタスク → O*NET 31.0 の職業コード
- 評価済みタスクはすべて O*NET 31.0 のタスク一覧にあります。
- 出典
- OpenAI "GPTs are GPTs" exposure rubric
- 版
- gh-main-0471612
- ライセンス
- MIT License, Copyright (c) 2024 OpenAI
O*NET-SOC 2010 の職業 15-1141.00 Database Administrators; 15-1199.06 Database Architects の作業です。当サイトが O*NET-SOC 2010→2019 公式クロスウォークによりこの職業に結び付けました
| Task (O*NET 20.1) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Test programs or databases, correct errors, and make necessary modifications.15-1141.00 | 0.302620.7 | 1.131860.8 |
Modify existing databases and database management systems or direct programmers and analysts to make changes.15-1141.00 | 0.255317.4 | 0.15078.1 |
Design databases to support business applications, ensuring system scalability, security, performance and reliability.15-1199.06 | 0.13018.9 | 0.07063.8 |
Design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure.15-1199.06 | 0.09986.8 | 0.04522.4 |
Develop methods for integrating different products so they work properly together such as customizing commercial databases to fit specific needs.15-1141.00 | 0.09616.6 | 0.13127.1 |
Demonstrate database technical functionality, such as performance, security and reliability.15-1199.06 | 0.07805.3 | 0.01771.0 |
Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.15-1199.06 | 0.07315.0 | 0.03351.8 |
Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.15-1199.06 | 0.06244.3 | 0.01240.7 |
Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.15-1199.06 | 0.05854.0 | 0.03461.9 |
Develop data models for applications, metadata tables, views or related database structures.15-1199.06 | 0.04443.0 | 0.03151.7 |
Develop and document database architectures.15-1199.06 | 0.04282.9 | 0.02761.5 |
Develop standards and guidelines to guide the use and acquisition of software and to protect vulnerable information.15-1141.00 | 0.03752.6 | 0.07374.0 |
Review procedures in database management system manuals for making changes to database.15-1141.00 | 0.03532.4 | 0.00740.4 |
Write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions.15-1141.00 | 0.03282.2 | 0.00690.4 |
Document and communicate database schemas, using accepted notations.15-1199.06 | 0.03222.2 | 0.02951.6 |
Develop data model describing data elements and how they are used, following procedures and using pen, template or computer software.15-1141.00 | 0.01991.4 | 0.01660.9 |
Plan, coordinate and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.15-1141.00 | 0.01340.9 | 0.01090.6 |
Specify users and user access levels for each segment of database.15-1141.00 | 0.01020.7 | 0.00370.2 |
Create and enforce database development standards.15-1199.06 | 0.00910.6 | 0.00320.2 |
Plan and install upgrades of database management system software to enhance database performance.15-1199.06 | 0.00840.6 | 0.00580.3 |
Develop or maintain archived procedures, procedural codes, or queries for applications.15-1199.06 | 0.00800.5 | 0.00800.4 |
Establish and calculate optimum values for database parameters, using manuals and calculator.15-1141.00 | 0.00500.3 | 0.00190.1 |
Provide technical support to junior staff or clients.15-1199.06 | 0.00410.3 | 0.00360.2 |
Train users and answer questions.15-1141.00 | 0.00210.1 | 0.00190.1 |
Select and enter codes to monitor database performance and to create production database.15-1141.00 | 0.00190.1 | —0 |
Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.15-1141.00 | 0.00190.1 | —0 |
| Not observed on any surface — 10 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. | ||
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 |
Review project requests describing database user needs to estimate time and cost required to accomplish project. | —0 | —0 |
Work as part of a project team to coordinate database development and determine project scope and limitations. | —0 | —0 |
Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records. | —0 | —0 |
Revise company definition of data as defined in data dictionary. | —0 | —0 |
Test changes to database applications or systems. | —0 | —0 |
Set up database clusters, backup, or recovery processes. | —0 | —0 |
Monitor and report systems resource consumption trends to assure production systems meet availability requirements and hardware enhancements are scheduled appropriately. | —0 | —0 |
Identify and correct deviations from database development standards. | —0 | —0 |
Develop load-balancing processes to eliminate down time for backup processes. | —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 (O*NET 27.2) | βE1 + 0.5 × E2 |
|---|---|
Provide technical support to junior staff or clients.O*NET Task ID 16099 | 1.0 |
Set up database clusters, backup, or recovery processes.O*NET Task ID 16100 | 1.0 |
Plan and install upgrades of database management system software to enhance database performance.O*NET Task ID 16102 | 1.0 |
Identify and correct deviations from database development standards.O*NET Task ID 16104 | 1.0 |
Document and communicate database schemas, using accepted notations.O*NET Task ID 16105 | 1.0 |
Develop or maintain archived procedures, procedural codes, or queries for applications.O*NET Task ID 16106 | 1.0 |
Develop load-balancing processes to eliminate down time for backup processes.O*NET Task ID 16107 | 1.0 |
Develop data models for applications, metadata tables, views or related database structures.O*NET Task ID 16108 | 1.0 |
Design databases to support business applications, ensuring system scalability, security, performance, and reliability.O*NET Task ID 16109 | 1.0 |
Design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure.O*NET Task ID 16110 | 1.0 |
Demonstrate database technical functionality, such as performance, security and reliability.O*NET Task ID 16111 | 1.0 |
Create and enforce database development standards.O*NET Task ID 16112 | 1.0 |
Develop and document database architectures.O*NET Task ID 16115 | 1.0 |
Develop data model describing data elements and their use, following procedures and using pen, template or computer software.O*NET Task ID 21652 | 1.0 |
Develop methods for integrating different products so they work properly together, such as customizing commercial databases to fit specific needs.O*NET Task ID 21653 | 1.0 |
Establish and calculate optimum values for database parameters, using manuals and calculator.O*NET Task ID 21654 | 1.0 |
Test programs or databases, correct errors, and make necessary modifications.O*NET Task ID 21657 | 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 21660 | 1.0 |
Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.O*NET Task ID 16101 | 0.5 |
Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.O*NET Task ID 16113 | 0.5 |
Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.O*NET Task ID 16114 | 0.5 |
Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.O*NET Task ID 21655 | 0.5 |
Review project requests describing database user needs to estimate time and cost required to accomplish project.O*NET Task ID 21656 | 0.5 |
Train users and answer questions.O*NET Task ID 21658 | 0.5 |
Work as part of a project team to coordinate database development and determine project scope and limitations.O*NET Task ID 21659 | 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
O*NET 31.0 のタスク全件（25件）
この職業の O*NET 31.0 のタスク全件（英語原文、種別はコア・補足）。露出値はこの一覧には載せず、上の表で各出典が用いた O*NET 版の文言の横にあります。
| タスク（O*NET 31.0） | 種類 |
|---|---|
| Provide technical support to junior staff or clients. | コア |
| Set up database clusters, backup, or recovery processes. | コア |
| Identify, evaluate and recommend hardware or software technologies to achieve desired database performance. | コア |
| Plan and install upgrades of database management system software to enhance database performance. | コア |
| Identify and correct deviations from database development standards. | コア |
| Document and communicate database schemas, using accepted notations. | コア |
| Develop or maintain archived procedures, procedural codes, or queries for applications. | コア |
| Develop load-balancing processes to eliminate down time for backup processes. | コア |
| Develop data models for applications, metadata tables, views or related database structures. | コア |
| Design databases to support business applications, ensuring system scalability, security, performance, and reliability. | コア |
| Design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure. | コア |
| Demonstrate database technical functionality, such as performance, security and reliability. | コア |
| Create and enforce database development standards. | コア |
| Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements. | コア |
| Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements. | コア |
| Develop and document database architectures. | コア |
| Develop data model describing data elements and their use, following procedures and using pen, template or computer software. | コア |
| Develop methods for integrating different products so they work properly together, such as customizing commercial databases to fit specific needs. | コア |
| Establish and calculate optimum values for database parameters, using manuals and calculators. | コア |
| Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management. | コア |
| Review project requests describing database user needs to estimate time and cost required to accomplish project. | コア |
| Test programs or databases, correct errors, and make necessary modifications. | コア |
| Work as part of a project team to coordinate database development and determine project scope and limitations. | コア |
| Write and code logical and physical database descriptions, and specify identifiers of database to management system or direct others in coding descriptions. | コア |
| Train users and answer questions. | 補足 |
0.00/ 3· ロボット露出指数
尺度・母数・出典
身体的なタスクそれぞれに、実際に導入・販売・実演されたロボットがこなせる環境に応じて 0–3 の等級を付け（0 不可 · 1 フェンスで囲われた機械セルや瓶詰めラインのようなロボット専用設備 · 2 病院の薬剤部やコンテナ港のような管理された施設 · 3 一般家庭や建設現場のような非定型の環境）、勤務時間に占める割合で平均した値
この職業の O*NET 29.3 タスクのうち身体的なタスクが対象
等級と時間の割合は Anthropic が Claude Opus 5（ウェブ検索）で推定しました（2026年時点）。
ロボット露出指数は、このサイトの AI 露出度とは別の指標であり、足し合わせたり比べたりすることはできません。実際の導入やコスト競争力を示すものではなく、0 には身体的なタスクのない職業も含まれます。
身体的なタスクごとの等級
この職業の O*NET 29.3 タスクのうち、身体的なタスクに分類されたものはありません。
職業情報
雇用見通し（BLS）
この O*NET 職業だけの値ではなく、SOC 15-1243 グループ（Database architects）全体の値です。
- 雇用者数、2025
- 70K
- 雇用者数見通し、2035
- 76K
- 変化率 (2025–35)
- +9.4%
- 年間賃金の中央値、2025
- $139,500
- 入職時に通常必要な学歴
- Bachelor's degree
韓国職業分類との対応（KSCO）
AI Changing Work が作成した Korea Occupation Direct Crosswalk v1.1 現行版の対応です。関係の値は O*NET-SOC 職業の側から読みます。
| KSCO コード | KSCO 名称 | 関係 | 状態 |
|---|---|---|---|
| 22411 | 데이터 설계 및 프로그래머 | この職業のほうが狭い | 確定 |
関係と状態の定義(kr-direct v1.1)
ILO（国際労働機関）の職業説明
以下のISCO-08職業群は、AI Changing Workが米国労働統計局（BLS）の発行するクロスウォーク（2018 SOC→2010 SOC、2010 SOC→ISCO-08）を個別の選択なしにそのまま適用して、この職業に結び付けたものです。結び付きは全体的な対応の場合も部分的な対応の場合もあります。
- ISCO-08 2519Software and Applications Developers and Analysts Not Elsewhere Classified
他に分類されないソフトウェア・アプリケーション開発者、アナリスト
- ISCO-08 2521Database Designers and Administrators
データベース設計者・管理者
- ISCO-08 2529Database and Network Professionals Not Elsewhere Classified
他に分類されないデータベース・ネットワーク専門職
出典: 総務省「国際標準職業分類（ISCO）2008年改定版（仮訳）分類項目名一覧（和英対照）」— 原著：ILO ISCO-08 © International Labour Organization（日本語訳は総務省がILOの許可を得て作成）
Sources: ILO ISCO-08 — details: Credits
ESCO 職業語彙
以下の各項目は、公開されているESCO-O*NET Crosswalk（バージョン1、2022年）で、この職業と一つずつ対応付けられたものです。対応の種類はそのクロスウォークによるもので、表現はAI Changing Workによるものです。
- data warehouse designerESCO 2521.5この職業のほうが広い
Data warehouse designers are responsible for planning, connecting, designing, scheduling, and deploying data warehouse systems. They develop, monitor and maintain ETL processes, reporting applications and data warehouse design.
- database administratorESCO 2521.1この職業のほうが広い
Database administrators test, implement and administer computer databases. They use their expertise in database management systems to plan, coordinate and implement security measures to safeguard computer databases. They also use scripts and configuration files to tailor a database to users' needs.
- database designerESCO 2521.2この職業のほうが広い
Database designers specify the database's logical structure, processes, and information flows. They design data models and databases to serve data acquisition.
- database integratorESCO 2521.4この職業のほうが広い
Database integrators perform integration among different databases. They maintain integration and ensure interoperability.
出典: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
ライセンス: CC BY 4.0 (EU Reuse Notice)
ESCO reuse terms and the modification notice are in Credits.
フランス職業分類との対応（ROME）
この職業と ROME 4.0 の職業票（fiche）との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。「暫定」と表示した対応は、同じモデル系列（Claude）の二人の判定者による判定のみ、またはその判定に運営者の規則を適用して採用したものであり、確定した対応より根拠が弱くなります。
| ROME コード | ROME 名称（フランス語） | 関係 |
|---|---|---|
| M1868 | Architecte base de données | 範囲が同じ暫定 |
| M1811 | Data engineer | 重なるが同じではない暫定 |
| M1894 | Gestionnaire de base de données | 関連（対応ではない）暫定 |
Source: France Travail — Répertoire Opérationnel des Métiers et des Emplois (ROME 4.0), version 61, last updated 15 June 2026 (https://www.data.gouv.fr/datasets/repertoire-operationnel-des-metiers-et-des-emplois-rome). Licence Ouverte 2.0.
ROME codes and titles are reproduced unchanged; the links to O*NET-SOC occupations are AI Changing Work's own judgment and are not a France Travail correspondence.
(AI Changing Work link release: fr-direct v1)
スペイン職業分類との対応（CNO-11）
この職業と CNO-11 の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。
| CNO-11 コード | CNO-11 名称（スペイン語） | 関係 |
|---|---|---|
| 2721 | Diseñadores y administradores de bases de datos | この職業のほうが狭い暫定 |
Source: Instituto Nacional de Estadística (INE), National Classification of Occupations 2011 (CNO-11, Royal Decree 1591/2010) — www.ine.es · Licensed CC BY 4.0. CNO-11 codes and Spanish titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not an INE correspondence.
(AI Changing Work link release: es-direct v1)
ドイツ職業分類との対応（KldB）
この職業と KldB の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。
| KldB コード | KldB 名称（ドイツ語） | 関係 |
|---|---|---|
| 43353 | Berufe in der Datenbankentwicklung und -administration - komplexe Spezialistentätigkeiten | この職業のほうが狭い |
Source: © Statistik der Bundesagentur für Arbeit — Klassifikation der Berufe 2010 – überarbeitete Fassung 2020, https://statistik.arbeitsagentur.de. KldB codes and titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own mapping (eigene Zuordnung) and are not a Bundesagentur für Arbeit correspondence.
(AI Changing Work link release: de-direct v1)
日本職業分類との対応（JSCO）
この職業と JSCO の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。
| JSCO コード | JSCO 名称（日本語） | 関係 |
|---|---|---|
| 102 | システム設計者 | この職業のほうが狭い |
Source: Ministry of Internal Affairs and Communications (MIC), Japan Standard Occupational Classification (Dec. 2009, MIC Notification No. 555). JSCO codes and Japanese titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not a MIC correspondence.
(AI Changing Work link release: jp-direct v1)
このページのデータの出典・ライセンスと AI Changing Work による改変・翻訳の告知：クレジットと出典