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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

    0.147

    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

    0.64

    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1%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 %
Compose business correspondence for supervisors, managers, and professionals.

43-9041

0.760090.50.110068.8
Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.

43-9041

0.04004.80.040025.0
Transcribe data to worksheets, and enter data into computer for use in preparing documents and adjusting accounts.

43-9041

0.04004.80.00000.0
Enter insurance- and claims-related information into database systems.

43-9041

0.00000.00.01006.3
Calculate amount of claim.

43-9041

0.00000.0—0
Provide customer service, such as limited instructions on proceeding with claims or referrals to auto repair facilities or local contractors.

43-9041

0.00000.0—0
Process, prepare, and submit business or government forms, such as submitting applications for coverage to insurance carriers.

43-9041

0.00000.0—0
Calculate premiums, refunds, commissions, adjustments, or new reserve requirements, using insurance rate standards.

43-9041

0.00000.0—0
Post or attach information to claim file.
—00.00000.0
Correspond with insured or agent to obtain information or to inform them of account status or changes.
—00.00000.0
Not observed on any surface — 15 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 insurance claim forms or related documents, and review them for completeness.
—0—0
Transmit claims for payment or further investigation.
—0—0
Contact insured or other involved persons to obtain missing information.
—0—0
Review insurance policy to determine coverage.
—0—0
Process and record new insurance policies and claims.
—0—0
Review and verify data, such as age, name, address, and principal sum and value of property, on insurance applications and policies.
—0—0
Compare information from application to criteria for policy reinstatement, and approve reinstatement when criteria are met.
—0—0
Examine letters from policyholders or agents, original insurance applications, and other company documents to determine if changes are needed and effects of changes.
—0—0
Notify insurance agent and accounting department of policy cancellation.
—0—0
Pay small claims.
—0—0
Collect initial premiums and issue receipts.
—0—0
Interview clients and take their calls to provide customer service and obtain information on claims.
—0—0
Obtain computer printout of policy cancellations, or retrieve cancellation cards from file.
—0—0
Modify, update, or process existing policies and claims to reflect any change in beneficiary, amount of coverage, or type of insurance.
—0—0
Organize or work with detailed office or warehouse records, maintaining files for each policyholder, including policies that are to be reinstated or cancelled.
—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