財務担当役員
ビジネス・金融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
0.391
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
0.37
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53%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 % |
|---|---|---|
Develop or analyze information to assess the current or future financial status of firms.11-3031 | 0.041938.8 | 0.080841.0 |
Maintain current knowledge of organizational policies and procedures, federal and state policies and directives, and current accounting standards.11-3031 | 0.015314.2 | 0.00251.3 |
Analyze the financial details of past, present, and expected operations to identify development opportunities and areas where improvement is needed.11-3031 | 0.011110.3 | 0.00462.3 |
Analyze and classify risks and investments to determine their potential impacts on companies.11-3031 | 0.00746.8 | 0.034517.5 |
Review reports of securities transactions or price lists to analyze market conditions.11-3031 | 0.00736.7 | 0.01557.8 |
Prepare or direct preparation of financial statements, business activity reports, financial position forecasts, annual budgets, or reports required by regulatory agencies.11-3031 | 0.00666.1 | 0.00251.3 |
Examine, evaluate, or process loan applications.11-3031 | 0.00302.8 | 0.01567.9 |
Develop internal control policies, guidelines, and procedures for activities such as budget administration, cash and credit management, and accounting.11-3031 | 0.00302.8 | —0 |
Plan, direct, and coordinate risk and insurance programs of establishments to control risks and losses.11-3031 | 0.00282.6 | 0.00291.5 |
Evaluate financial reporting systems, accounting or collection procedures, or investment activities and make recommendations for changes to procedures, operating systems, budgets, or other financial control functions.11-3031 | 0.00252.3 | —0 |
| Not observed on any surface — 25 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. | ||
Supervise employees performing financial reporting, accounting, billing, collections, payroll, and budgeting duties. | —0 | —0 |
Delegate authority for the receipt, disbursement, banking, protection, and custody of funds, securities, and financial instruments. | —0 | —0 |
Conduct or coordinate audits of company accounts and financial transactions to ensure compliance with state and federal requirements and statutes. | —0 | —0 |
Receive, record, and authorize requests for disbursements in accordance with company policies and procedures. | —0 | —0 |
Monitor and evaluate the performance of accounting and other financial staff, recommending and implementing personnel actions, such as promotions and dismissals. | —0 | —0 |
Develop and maintain relationships with banking, insurance, and nonorganizational accounting personnel to facilitate financial activities. | —0 | —0 |
Coordinate and direct the financial planning, budgeting, procurement, or investment activities of all or part of an organization. | —0 | —0 |
Provide direction and assistance to other organizational units regarding accounting and budgeting policies and procedures and efficient control and utilization of financial resources. | —0 | —0 |
Evaluate needs for procurement of funds and investment of surpluses and make appropriate recommendations. | —0 | —0 |
Lead staff training and development in budgeting and financial management areas. | —0 | —0 |
Monitor financial activities and details, such as cash flow and reserve levels, to ensure that all legal and regulatory requirements are met. | —0 | —0 |
Prepare and file annual tax returns or prepare financial information so that outside accountants can complete tax returns. | —0 | —0 |
Receive cash and checks and make deposits. | —0 | —0 |
Compute, withhold, and account for all payroll deductions. | —0 | —0 |
Perform tax planning work. | —0 | —0 |
Determine depreciation rates to apply to capitalized items and advise management on actions regarding the purchase, lease, or disposal of such items. | —0 | —0 |
Handle all aspects of employee insurance, benefits, and casualty programs, including monitoring changes in health insurance regulations and creating budgets for benefits and worker's compensation. | —0 | —0 |
Plan, direct, or coordinate the activities of workers in branches, offices, or departments of establishments, such as branch banks, brokerage firms, risk and insurance departments, or credit departments. | —0 | —0 |
Oversee training programs. | —0 | —0 |
Oversee the flow of cash or financial instruments. | —0 | —0 |
Network within communities to find and attract new business. | —0 | —0 |
Prepare financial or regulatory reports required by laws, regulations, or boards of directors. | —0 | —0 |
Establish procedures for custody or control of assets, records, loan collateral, or securities to ensure safekeeping. | —0 | —0 |
Submit delinquent accounts to attorneys or outside agencies for collection. | —0 | —0 |
Communicate with stockholders or other investors to provide information or to raise capital. | —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 |
|---|---|
Prepare and file annual tax returns or prepare financial information so that outside accountants can complete tax returns.O*NET Task ID 8855 | 0.5 |
Prepare or direct preparation of financial statements, business activity reports, financial position forecasts, annual budgets, or reports required by regulatory agencies.O*NET Task ID 8856 | 0.5 |
Supervise employees performing financial reporting, accounting, billing, collections, payroll, and budgeting duties.O*NET Task ID 8857 | 0.5 |
Delegate authority for the receipt, disbursement, banking, protection, and custody of funds, securities, and financial instruments.O*NET Task ID 8858 | 0.5 |
Maintain current knowledge of organizational policies and procedures, federal and state policies and directives, and current accounting standards.O*NET Task ID 8859 | 0.5 |
Conduct or coordinate audits of company accounts and financial transactions to ensure compliance with state and federal requirements and statutes.O*NET Task ID 8860 | 0.5 |
Receive, record, and authorize requests for disbursements in accordance with company policies and procedures.O*NET Task ID 8861 | 0.5 |
Monitor and evaluate the performance of accounting and other financial staff, recommending and implementing personnel actions, such as promotions and dismissals.O*NET Task ID 8863 | 0.5 |
Develop and maintain relationships with banking, insurance, and external accounting personnel to facilitate financial activities.O*NET Task ID 8864 | 0.5 |
Coordinate and direct the financial planning, budgeting, procurement, or investment activities of all or part of an organization.O*NET Task ID 8865 | 0.5 |
Receive cash and checks and make deposits.O*NET Task ID 8872 | 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