ブロックチェーン開発者

コンピュータ・数学

この職業のデータ連携を点検中のため、一部の数値を一時的に表示していません。

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
出典データセット（XLSX ファイルのダウンロード）
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
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
出典データセット

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 151 件を表示

Task	Claude.aiRaw / share %	APIRaw / share %
Search electronic sources, such as databases or repositories, or manual sources for information. 15-1299	4.950064.0	5.720045.1
Confer with users to analyze, configure, or troubleshoot applications. 15-1299	0.64008.3	0.15001.2
Provide technical guidance or support for the development or troubleshooting of systems. 15-1299	0.48006.2	0.07000.6
Write and execute scripts to automate tasks, such as parsing large data files. 15-1299	0.21002.7	0.16001.3
Create, analyze, report, convert, or transfer data, using specialized applications program software. 15-1299	0.15001.9	0.24001.9
Evaluate existing systems to determine effectiveness, and suggest changes to meet organizational requirements. 15-1299	0.08001.0	0.04000.3
Monitor system operation to detect potential problems. 15-1299	0.07000.9	0.67005.3
Review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation. 15-1299	0.06000.8	3.560028.1
Review or update Web page content or links in a timely manner, using appropriate tools. 15-1299	0.06000.8	0.11000.9
Retrieve electronic assets from repository for distribution to users, collecting and returning to repository, if necessary. 15-1299	0.06000.8	0.11000.9
Document design specifications, installation instructions, and other system-related information. 15-1299	0.06000.8	0.05000.4
Investigate system component suitability for specified purposes, and make recommendations regarding component use. 15-1299	0.06000.8	0.04000.3
Develop application-specific software. 15-1299	0.06000.8	0.04000.3
Correct testing-identified problems, or recommend actions for their resolution. 15-1299	0.05000.6	0.02000.2
Develop system engineering, software engineering, system integration, or distributed system architectures. 15-1299	0.05000.6	0.01000.1
Provide technical support to computer users for installation and use of security products. 15-1299	0.05000.6	0.01000.1
Develop a maintainable code base using object-oriented design principles, practices, or patterns. 15-1299	0.04000.5	0.03000.2
Recommend procedures, equipment, or software upgrades to increase data accessibility or ease of use. 15-1299	0.04000.5	0.01000.1
Provide training or technical assistance in Web site implementation or use. 15-1299	0.04000.5	0.00000.0
Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing. 15-1299	0.03000.4	0.02000.2
Communicate project information through presentations, technical reports, or white papers. 15-1299	0.03000.4	0.01000.1
Consult with end users regarding problems in accessing electronic content. 15-1299	0.03000.4	0.01000.1
Perform security analyses of developed or packaged software components. 15-1299	0.02000.3	0.42003.3
Analyze, interpret, or disseminate system performance data. 15-1299	0.02000.3	0.21001.7
Check and analyze operating system or application log files regularly to verify proper system performance. 15-1299	0.02000.3	0.14001.1
Gather, analyze, or document user feedback to locate or resolve sources of problems. 15-1299	0.02000.3	0.10000.8
Write technical summaries to report findings. 15-1299	0.02000.3	0.06000.5
Prepare project status reports by collecting, analyzing, and summarizing information and trends. 15-1299	0.02000.3	0.03000.2
Configure servers to meet functional specifications. 15-1299	0.02000.3	0.02000.2
Develop or implement software tools to assist in the detection, prevention, and analysis of security threats. 15-1299	0.02000.3	0.02000.2
Develop or approve project plans, schedules, or budgets. 15-1299	0.02000.3	0.01000.1
Develop or implement procedures for ongoing Web site revision. 15-1299	0.02000.3	0.01000.1
Initiate, review, or approve modifications to project plans. 15-1299	0.02000.3	0.01000.1
Develop, document, or maintain standards, best practices, or system usage procedures. 15-1299	0.02000.3	0.01000.1
Design and implement dashboard and data visualizations to meet customer reporting needs. 15-1299	0.02000.3	0.01000.1
Provide advice on project costs, design concepts, or design changes. 15-1299	0.02000.3	0.00000.0
Develop or document style guidelines for Web site content. 15-1299	0.02000.3	0.00000.0
Conduct predictive or reactive analyses on security measures to support cyber security initiatives. 15-1299	0.01000.1	0.10000.8
Identify security system weaknesses, using penetration tests. 15-1299	0.01000.1	0.08000.6
Conduct network and security system audits, using established criteria. 15-1299	0.01000.1	0.04000.3
Identify or implement solutions to information security problems. 15-1299	0.01000.1	0.03000.2
Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability. 15-1299	0.01000.1	0.02000.2
Perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software. 15-1299	0.01000.1	0.02000.2
Develop or install software, such as firewalls and data encryption programs, to protect sensitive information. 15-1299	0.01000.1	0.02000.2
Determine sources of Web page or server problems, and take action to correct such problems. 15-1299	0.01000.1	0.01000.1
Develop and manage work breakdown structure (WBS) of information technology projects. 15-1299	0.01000.1	0.01000.1
Document penetration test findings. 15-1299	0.01000.1	0.01000.1
Recommend information security enhancements to management. 15-1299	0.01000.1	0.01000.1
Troubleshoot security and network problems. 15-1299	0.01000.1	0.01000.1
Perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements. 15-1299	0.01000.1	0.00000.0
Perform risk assessments to develop response strategies. 15-1299	0.00000.0	0.03000.2
Identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata. 15-1299	0.00000.0	0.03000.2
Gather cyber intelligence to identify vulnerabilities. 15-1299	0.00000.0	0.02000.2
Research, test, or verify proper functioning of software patches and fixes. 15-1299	0.00000.0	0.01000.1
Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel. 15-1299	0.00000.0	0.01000.1
Track, compile, and analyze Web site usage data. 15-1299	0.00000.0	0.01000.1
Test issues such as system integration, performance, and system security on a regular schedule or after any major program modifications. 15-1299	0.00000.0	0.01000.1
Conduct investigations of information security breaches to identify vulnerabilities and evaluate the damage. 15-1299	0.00000.0	0.01000.1
Review security assessments for computing environments or check for compliance with cybersecurity standards and regulations. 15-1299	0.00000.0	0.01000.1
Write audit reports to communicate technical and procedural findings and recommend solutions.	—0	0.03000.2
Assess current or future customer needs and priorities by communicating directly with customers, conducting surveys, or other methods.	—0	0.01000.1
Test the security of systems by attempting to gain access to networks, Web-based applications, or computers.	—0	0.01000.1
Assess the quality of security controls, using performance indicators.	—0	0.01000.1
他 53 件の作業を表示 ▾折りたたむ ▴

Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page

AI露出度

Task-level exposure

職業情報