最高リスク管理責任者
経営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
0.033
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
0.38
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48%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 % |
|---|---|---|
Analyze operations to evaluate performance of a company or its staff in meeting objectives or to determine areas of potential cost reduction, program improvement, or policy change.11-1011 | 0.177672.2 | 0.185491.0 |
Interpret and explain policies, rules, regulations, or laws to organizations, government or corporate officials, or individuals.11-1011 | 0.043517.7 | 0.00773.8 |
Confer with board members, organization officials, or staff members to discuss issues, coordinate activities, or resolve problems.11-1011 | 0.00522.1 | —0 |
Formulate or implement sustainability campaign or marketing strategies.11-1011 | 0.00411.7 | —0 |
Write project proposals, grant applications, or other documents to pursue funding for environmental initiatives.11-1011 | 0.00331.3 | —0 |
Develop, or oversee the development of, marketing or outreach media for sustainability projects or events.11-1011 | 0.00331.3 | —0 |
Research environmental sustainability issues, concerns, or stakeholder interests.11-1011 | 0.00220.9 | —0 |
Direct, plan, or implement policies, objectives, or activities of organizations or businesses to ensure continuing operations, to maximize returns on investments, or to increase productivity.11-1011 | 0.00180.7 | —0 |
Direct or conduct studies or research on issues affecting areas of responsibility.11-1011 | 0.00170.7 | 0.00321.6 |
Deliver speeches, write articles, or present information at meetings or conventions to promote services, exchange ideas, or accomplish objectives.11-1011 | 0.00170.7 | —0 |
| Not observed on any surface — 36 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. | ||
Prepare budgets for approval, including those for funding or implementation of programs. | —0 | —0 |
Negotiate or approve contracts or agreements with suppliers, distributors, federal or state agencies, or other organizational entities. | —0 | —0 |
Review reports submitted by staff members to recommend approval or to suggest changes. | —0 | —0 |
Appoint department heads or managers and assign or delegate responsibilities to them. | —0 | —0 |
Direct human resources activities, including the approval of human resource plans or activities, the selection of directors or other high-level staff, or establishment or organization of major departments. | —0 | —0 |
Preside over or serve on boards of directors, management committees, or other governing boards. | —0 | —0 |
Prepare or present reports concerning activities, expenses, budgets, government statutes or rulings, or other items affecting businesses or program services. | —0 | —0 |
Establish departmental responsibilities and coordinate functions among departments and sites. | —0 | —0 |
Implement corrective action plans to solve organizational or departmental problems. | —0 | —0 |
Coordinate the development or implementation of budgetary control systems, recordkeeping systems, or other administrative control processes. | —0 | —0 |
Administer programs for selection of sites, construction of buildings, or provision of equipment or supplies. | —0 | —0 |
Review and analyze legislation, laws, or public policy and recommend changes to promote or support interests of the general population or special groups. | —0 | —0 |
Direct or coordinate activities of businesses or departments concerned with production, pricing, sales, or distribution of products. | —0 | —0 |
Direct non-merchandising departments, such as advertising, purchasing, credit, or accounting. | —0 | —0 |
Nominate citizens to boards or commissions. | —0 | —0 |
Make presentations to legislative or other government committees regarding policies, programs, or budgets. | —0 | —0 |
Refer major policy matters to elected representatives for final decisions. | —0 | —0 |
Attend and participate in meetings of municipal councils or council committees. | —0 | —0 |
Organize or approve promotional campaigns. | —0 | —0 |
Conduct or direct investigations or hearings to resolve complaints or violations of laws or testify at such hearings. | —0 | —0 |
Represent organizations or promote their objectives at official functions or delegate representatives to do so. | —0 | —0 |
Prepare bylaws approved by elected officials and ensure that bylaws are enforced. | —0 | —0 |
Identify educational, training, or other development opportunities for sustainability employees or volunteers. | —0 | —0 |
Identify and evaluate pilot projects or programs to enhance the sustainability research agenda. | —0 | —0 |
Conduct sustainability- or environment-related risk assessments. | —0 | —0 |
Create and maintain sustainability program documents, such as schedules and budgets. | —0 | —0 |
Supervise employees or volunteers working on sustainability projects. | —0 | —0 |
Write and distribute financial or environmental impact reports. | —0 | —0 |
Review sustainability program objectives, progress, or status to ensure compliance with policies, standards, regulations, or laws. | —0 | —0 |
Evaluate and approve proposals for sustainability projects, considering factors such as cost effectiveness, technical feasibility, and integration with other initiatives. | —0 | —0 |
Develop sustainability reports, presentations, or proposals for supplier, employee, academia, media, government, public interest, or other groups. | —0 | —0 |
Develop, or oversee the development of, sustainability evaluation or monitoring systems. | —0 | —0 |
Develop methodologies to assess the viability or success of sustainability initiatives. | —0 | —0 |
Monitor and evaluate effectiveness of sustainability programs. | —0 | —0 |
Direct sustainability program operations to ensure compliance with environmental or governmental regulations. | —0 | —0 |
Develop or execute strategies to address issues such as energy use, resource conservation, recycling, pollution reduction, waste elimination, transportation, education, and building design. | —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 |
|---|---|
Create and maintain sustainability program documents, such as schedules and budgets.O*NET Task ID 15370 | 1.0 |
Write project proposals, grant applications, or other documents to pursue funding for environmental initiatives.O*NET Task ID 15371 | 1.0 |
Write and distribute financial or environmental impact reports.O*NET Task ID 15373 | 1.0 |
Identify educational, training, or other development opportunities for sustainability employees or volunteers.O*NET Task ID 15367 | 0.5 |
Identify and evaluate pilot projects or programs to enhance the sustainability research agenda.O*NET Task ID 15368 | 0.5 |
Conduct risk assessments related to sustainability and the environment.O*NET Task ID 15369 | 0.5 |
Review sustainability program objectives, progress, or status to ensure compliance with policies, standards, regulations, or laws.O*NET Task ID 15374 | 0.5 |
Formulate or implement sustainability campaign or marketing strategies.O*NET Task ID 15375 | 0.5 |
Research environmental sustainability issues, concerns, or stakeholder interests.O*NET Task ID 15376 | 0.5 |
Evaluate and approve proposals for sustainability projects, considering factors such as cost effectiveness, technical feasibility, and integration with other initiatives.O*NET Task ID 15377 | 0.5 |
Supervise employees or volunteers working on sustainability projects.O*NET Task ID 15372 | 0.0 |
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