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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

    0.186

    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

  • データ出典: ILO公表時点: 2025

    0.43

    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30%です。

    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

露出のある作業のみ
TaskClaude.aiRaw / share %APIRaw / share %
Participate in the work of subordinates to facilitate productivity or to overcome difficult aspects of work.

43-1011

0.175564.10.032835.3
Provide employees with guidance in handling difficult or complex problems or in resolving escalated complaints or disputes.

43-1011

0.031311.40.010311.1
Research, compile, and prepare reports, manuals, correspondence, or other information required by management or governmental agencies.

43-1011

0.01174.30.00545.8
Resolve customer complaints or answer customers' questions regarding policies and procedures.

43-1011

0.01063.90.015716.9
Compute figures such as balances, totals, or commissions.

43-1011

0.01013.7—0
Evaluate employees' job performance and conformance to regulations and recommend appropriate personnel action.

43-1011

0.00582.10.00343.7
Prepare and issue work schedules, deadlines, and duty assignments for office or administrative staff.

43-1011

0.00401.50.00353.8
Interpret and communicate work procedures and company policies to staff.

43-1011

0.00401.5—0
Recruit, interview, and select employees.

43-1011

0.00361.30.00434.6
Coordinate or perform activities associated with shipping, receiving, distribution, or transportation.

43-1011

0.00311.10.014315.4
Not observed on any surface — 12 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 the work of office, administrative, or customer service employees to ensure adherence to quality standards, deadlines, and proper procedures, correcting errors or problems.
—0—0
Implement corporate or departmental policies, procedures, and service standards in conjunction with management.
—0—0
Review records or reports pertaining to activities such as production, payroll, or shipping to verify details, monitor work activities, or evaluate performance.
—0—0
Maintain records pertaining to inventory, personnel, orders, supplies, or machine maintenance.
—0—0
Make recommendations to management concerning such issues as staffing decisions or procedural changes.
—0—0
Consult with managers or other personnel to resolve problems in areas such as equipment performance, output quality, or work schedules.
—0—0
Monitor inventory levels and requisition or purchase supplies as needed.
—0—0
Discuss work problems or grievances with union representatives.
—0—0
Plan for or coordinate office services, such as equipment or supply acquisition or organization, disposal of assets, relocation, parking, maintenance, or security services.
—0—0
Arrange for necessary maintenance or repair work.
—0—0
Keep informed of provisions of labor-management agreements and their effects on departmental operations.
—0—0
Plan layouts of stockrooms, warehouses, or other storage areas, considering turnover, size, weight, or related factors pertaining to items stored.
—0—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

職業情報