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AI露出度

  • データ出典: BLS公表時点: 2026-08

    中程度· 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

    0.000

    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

    0.41

    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36%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
TaskAPIRaw / share %
Operate computer-controlled keyboards or voice recognition equipment to direct items according to established routing schemes.

43-9051

0.002862.2
Answer inquiries regarding shipping or mailing policies.

43-9051

0.001737.8
Not observed on any surface — 27 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.
Seal or open envelopes, by hand or by using machines.
—0
Affix postage to packages or letters by hand, or stamp materials, using postage meters.
—0
Verify that items are addressed correctly, marked with the proper postage, and in suitable condition for processing.
—0
Place incoming or outgoing letters or packages into sacks or bins based on destination or type, and place identifying tags on sacks or bins.
—0
Clear jams in sortation equipment.
—0
Sort and route incoming mail, and collect outgoing mail, using carts as necessary.
—0
Weigh packages or letters to determine postage needed, using weighing scales and rate charts.
—0
Determine manner in which mail is to be sent, and prepare it for delivery to mailing facilities.
—0
Lift and unload containers of mail or parcels onto equipment for transportation to sortation stations.
—0
Wrap packages or bundles by hand, or by using tying machines.
—0
Fold letters or circulars and insert them in envelopes.
—0
Remove from machines printed materials such as labeled articles, postmarked envelopes or tape, and folded sheets.
—0
Add ink, fill paste reservoirs, and change machine ribbons when necessary.
—0
Start machines that automatically feed plates, stencils, or tapes through mechanisms, and observe machine operations to detect any malfunctions.
—0
Read production orders to determine types and sizes of items scheduled for printing and mailing.
—0
Mail merchandise samples or promotional literature in response to requests.
—0
Inspect mail machine output for defects and determine how to eliminate causes of any defects.
—0
Remove containers of sorted mail or parcels and transfer them to designated areas according to established procedures.
—0
Contact delivery or courier services to arrange delivery of letters and parcels.
—0
Insert material for printing or addressing into loading racks on machines, select type or die sizes, and position plates, stencils, or tapes in machine magazines.
—0
Stamp dates and times of receipt of incoming mail.
—0
Adjust guides, rollers, loose card inserters, weighing machines, and tying arms, using rules and hand tools.
—0
Accept and check containers of mail or parcels from large volume mailers, couriers, and contractors.
—0
Release packages or letters to customers upon presentation of written notices or other identification.
—0
Use equipment such as forklifts and automated "trains" to move containers of mail.
—0
Sell mail products, and accept payment for products and mailing charges.
—0
Operate embossing machines or typewriters to make corrections, additions, and changes to address plates.
—0

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

職業情報