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経営

AI露出度

  • データ出典: BLS公表時点: 2026-08

    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

    0.121

    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

    0.37

    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。

    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 %
Develop and implement policies and procedures for the operation of a department or establishment.

11-9081

0.002637.9
Answer inquiries pertaining to hotel policies and services, and resolve occupants' complaints.

11-9081

0.002333.3
Meet with clients to schedule and plan details of conventions, banquets, receptions and other functions.

11-9081

0.002028.8
Not observed on any surface — 21 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.
Greet and register guests.
—0
Assign duties to workers, and schedule shifts.
—0
Coordinate front-office activities of hotels or motels, and resolve problems.
—0
Participate in financial activities, such as the setting of room rates, the establishment of budgets, and the allocation of funds to departments.
—0
Confer and cooperate with other managers to ensure coordination of hotel activities.
—0
Manage and maintain temporary or permanent lodging facilities.
—0
Observe and monitor staff performance to ensure efficient operations and adherence to facility's policies and procedures.
—0
Train staff members.
—0
Show, rent, or assign accommodations.
—0
Inspect guest rooms, public areas, and grounds for cleanliness and appearance.
—0
Prepare required paperwork pertaining to departmental functions.
—0
Interview and hire applicants.
—0
Purchase supplies, and arrange for outside services, such as deliveries, laundry, maintenance and repair, and trash collection.
—0
Arrange telephone answering services, deliver mail and packages, or answer questions regarding locations for eating and entertainment.
—0
Perform marketing and public relations activities.
—0
Receive and process advance registration payments, mail letters of confirmation, or return checks when registrations cannot be accepted.
—0
Provide assistance to staff members by inspecting rooms, setting tables, or doing laundry.
—0
Monitor the revenue activity of the hotel or facility.
—0
Collect payments and record data pertaining to funds and expenditures.
—0
Organize and coordinate the work of staff and convention personnel for meetings to be held at a particular facility.
—0
Book tickets for guests for local tours and attractions.
—0

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

職業情報