Computer Occupations, All Other
Computer and Mathematical Occupations- O*NET-SOC コード
- 15-1299.00
All computer occupations not listed separately.
- 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
0.311
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
0.43–0.55· 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 2529Database and Network Professionals Not Elsewhere Classified0.49
- ISCO-08 3511Information and Communications Technology Operations Technicians0.43
Task-level exposure
露出のある作業のみO*NET-SOC 2010 の職業 43-9011.00 Computer Operators 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 % |
|---|---|---|
Help programmers and systems analysts test and debug new programs.43-9011.00 | 0.115745.2 | 0.224440.9 |
Respond to program error messages by finding and correcting problems or terminating the program.43-9011.00 | 0.064825.3 | 0.092516.8 |
Record information such as computer operating time, problems that occurred, and actions taken.43-9011.00 | 0.039615.5 | 0.157428.7 |
Retrieve, separate and sort program output as needed, and send data to specified users.43-9011.00 | 0.02048.0 | 0.062711.4 |
Operate spreadsheet programs and other types of software to load and manipulate data and to produce reports.43-9011.00 | 0.01174.6 | 0.00691.3 |
Notify supervisor or computer maintenance technicians of equipment malfunctions.43-9011.00 | 0.00351.4 | 0.00510.9 |
| Not observed on any surface — 9 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. | ||
Enter commands, using computer terminal, and activate controls on computer and peripheral equipment to integrate and operate equipment. | —0 | —0 |
Monitor the system for equipment failure or errors in performance. | —0 | —0 |
Read job set-up instructions to determine equipment to be used, order of use, material such as disks and paper to be loaded, and control settings. | —0 | —0 |
Load peripheral equipment with selected materials for operating runs, or oversee loading of peripheral equipment by peripheral equipment operators. | —0 | —0 |
Answer telephone calls to assist computer users encountering problems. | —0 | —0 |
Oversee the operation of computer hardware systems, including coordinating and scheduling the use of computer terminals and networks to ensure efficient use. | —0 | —0 |
Supervise and train peripheral equipment operators and computer operator trainees. | —0 | —0 |
Clear equipment at end of operating run and review schedule to determine next assignment. | —0 | —0 |
Type command on keyboard to transfer encoded data from memory unit to magnetic tape and assist in labeling, classifying, cataloging and maintaining tapes. | —0 | —0 |
Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page
O*NET 31.0 のタスク全件（0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。
O*NET® 31.0 Database にはこの職業のタスク記述がありません。
Anthropic「What work can robots do?」には、この職業のロボット露出の値がありません。0 という意味ではありません。
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 15-1299 グループ（Computer occupations, all other）全体の値です。
- 雇用者数、2025
- 471K
- 雇用者数見通し、2035
- 495K
- 変化率 (2025–35)
- +5.1%
- 年間賃金の中央値、2025
- $116,580
- 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 |
|---|---|---|---|
| 22299 | 그 외 컴퓨터 시스템 및 소프트웨어 전문가 | 重なるが同じではない | 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 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
- ISCO-08 3511Information and Communications Technology Operations Technicians
情報通信技術オペレーション技師
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
ISCO-08 2519
- ICT test analystESCO 2519.5
ICT test analysts work in testing environments, assessing products, checking for quality and accuracy, or creating tests scripts. They design tests which are then implemented by testers.
- ICT disaster recovery analystESCO 2519.3
ICT disaster recovery analysts develop, maintain, and implement ICT continuity and disaster recovery strategies and solutions. They support the technical teams, assess the risks, design and develop procedures, documentation and strategies for disaster recovery in order for business functions to continue and recover with a minimal loss of data. They also coordinate the system backups tests and validations.
- software testerESCO 2519.6
Software testers perform software tests. They may also plan and design them. They may also debug and repair software although this mainly corresponds to designers and developers. They ensure that applications function properly before delivering them to internal and external clients.
- digital games testerESCO 2519.6.1
Digital games testers review and test various genres of digital games by playing them in order to find bugs and glitches within the game's functionality or graphics. They may evaluate the capacity of attraction and playability of games. They may also debug the games themselves.
ほか7件
ISCO-08 2529
- ICT security administratorESCO 2529.5
ICT security administrators plan and carry out security measures to protect information and data from unauthorised access, deliberate attack, theft and corruption.
- digital forensics expertESCO 2529.2
Digital forensics experts retrieve and analyse information from computers and other types of data storage devices. They examine digital media that may have been hidden, encrypted or damaged, in a forensic manner with the aim to identify, preserve, recover, analyse and present facts and opinions about the digital information.
- ICT security consultantESCO 2529.6
ICT security consultants advise and implement solutions to control access to data and programs. They promote a safe exchange of information.
- chief ICT security officerESCO 2529.1
Chief ICT security officers protect company and employee information against unauthorized access. They also define the Information System security policy, manage security deployment across all Information Systems and ensure the provision of information availability.
ほか4件
ISCO-08 3511
- data centre operatorESCO 3511.1
Data centre operators maintain computer operations within the data centre. They manage daily activities within the centre to solve problems, maintain the system availability, and evaluate the system's performance.
上で結び付けたISCO-08職業群の下にESCOが分類しているESCO職業です。この職業と一つずつ対応付けたものではありません。
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.
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