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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

    0.405

    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

    0.60

    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4%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 %
Answer questions regarding examinations, eligibility, salaries, benefits, and other pertinent information.

43-4161

0.0100100.00.00000.0
Interview job applicants to obtain and verify information used to screen and evaluate them.

43-4161

0.00000.00.010050.0
Compile and prepare reports and documents pertaining to personnel activities.

43-4161

0.00000.00.010050.0
Explain company personnel policies, benefits, and procedures to employees or job applicants.

43-4161

0.00000.00.00000.0
Examine employee files to answer inquiries and provide information for personnel actions.

43-4161

0.00000.0—0
Process and review employment applications to evaluate qualifications or eligibility of applicants.
—00.00000.0
Search employee files to obtain information for authorized persons and organizations, such as credit bureaus and finance companies.
—00.00000.0
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.
Record data for each employee, including such information as addresses, weekly earnings, absences, amount of sales or production, supervisory reports on performance, and dates of and reasons for terminations.
—0—0
Gather personnel records from other departments or employees.
—0—0
Provide assistance in administering employee benefit programs and worker's compensation plans.
—0—0
Process, verify, and maintain personnel related documentation, including staffing, recruitment, training, grievances, performance evaluations, classifications, and employee leaves of absence.
—0—0
Prepare and set up for new employee orientations.
—0—0
Request information from law enforcement officials, previous employers, and other references to determine applicants' employment acceptability.
—0—0
Inform job applicants of their acceptance or rejection of employment.
—0—0
Select applicants meeting specified job requirements and refer them to hiring personnel.
—0—0
Arrange for in-house and external training activities.
—0—0
Arrange for advertising or posting of job vacancies and notify eligible workers of position availability.
—0—0
Prepare badges, passes, and identification cards, and perform other security-related duties.
—0—0
Administer and score applicant and employee aptitude, personality, and interest assessment instruments.
—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