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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

Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.

TaskβE1 + 0.5 × E2
Read production orders to determine types and sizes of items scheduled for printing and mailing.

O*NET Task ID 13273

1.0
Stamp dates and times of receipt of incoming mail.

O*NET Task ID 13279

1.0
Operate computer-controlled keyboards or voice recognition equipment to direct items according to established routing schemes.

O*NET Task ID 13280

1.0
Answer inquiries regarding shipping or mailing policies.

O*NET Task ID 13284

1.0
Verify that items are addressed correctly, marked with the proper postage, and in suitable condition for processing.

O*NET Task ID 13261

0.5
Weigh packages or letters to determine postage needed, using weighing scales and rate charts.

O*NET Task ID 13265

0.5
Determine manner in which mail is to be sent, and prepare it for delivery to mailing facilities.

O*NET Task ID 13266

0.5
Mail merchandise samples or promotional literature in response to requests.

O*NET Task ID 13274

0.5
Contact delivery or courier services to arrange delivery of letters and parcels.

O*NET Task ID 13277

0.5
Sell mail products, and accept payment for products and mailing charges.

O*NET Task ID 13286

0.5
Seal or open envelopes, by hand or by using machines.

O*NET Task ID 13259

0.0
Affix postage to packages or letters by hand, or stamp materials, using postage meters.

O*NET Task ID 13260

0.0
Place incoming or outgoing letters or packages into sacks or bins based on destination or type, and place identifying tags on sacks or bins.

O*NET Task ID 13262

0.0
Clear jams in sortation equipment.

O*NET Task ID 13263

0.0
Sort and route incoming mail, and collect outgoing mail, using carts as necessary.

O*NET Task ID 13264

0.0
Lift and unload containers of mail or parcels onto equipment for transportation to sortation stations.

O*NET Task ID 13267

0.0
Wrap packages or bundles by hand, or by using tying machines.

O*NET Task ID 13268

0.0
Fold letters or circulars and insert them in envelopes.

O*NET Task ID 13269

0.0
Remove from machines printed materials, such as labeled articles, postmarked envelopes or tape, and folded sheets.

O*NET Task ID 13270

0.0
Add ink, fill paste reservoirs, and change machine ribbons when necessary.

O*NET Task ID 13271

0.0
Start machines that automatically feed plates, stencils, or tapes through mechanisms, and observe machine operations to detect any malfunctions.

O*NET Task ID 13272

0.0
Inspect mail machine output for defects and determine how to eliminate causes of any defects.

O*NET Task ID 13275

0.0
Remove containers of sorted mail or parcels and transfer them to designated areas according to established procedures.

O*NET Task ID 13276

0.0
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.

O*NET Task ID 13278

0.0
Adjust guides, rollers, loose card inserters, weighing machines, and tying arms, using rules and hand tools.

O*NET Task ID 13281

0.0
Accept and check containers of mail or parcels from large volume mailers, couriers, and contractors.

O*NET Task ID 13282

0.0
Release packages or letters to customers upon presentation of written notices or other identification.

O*NET Task ID 13283

0.0
"Use equipment, such as forklifts and automated ""trains,"" to move containers of mail."

O*NET Task ID 13285

0.0
Operate embossing machines or typewriters to make corrections, additions, and changes to address plates.

O*NET Task ID 13287

0.0

β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.

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

職業情報