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AI露出度

  • データ出典: BLS公表時点: 2026-08

    低い· 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

    0.000

    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

    0.16

    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92%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
Inspect and test docks, ships, buoyage systems, plant intakes or outflows, or underwater pipelines, cables, or sewers, using closed circuit television, still photography, and testing equipment.

O*NET Task ID 13859

0.5
Take test samples or photographs to assess the condition of vessels or structures.

O*NET Task ID 13864

0.5
Operate underwater video, sonar, recording, or related equipment to investigate underwater structures or marine life.

O*NET Task ID 13866

0.5
Communicate with workers on the surface while underwater, using signal lines or telephones.

O*NET Task ID 13854

0.0
Take appropriate safety precautions, such as monitoring dive lengths and depths and registering with authorities before diving expeditions begin.

O*NET Task ID 13855

0.0
Check and maintain diving equipment, such as helmets, masks, air tanks, harnesses, or gauges.

O*NET Task ID 13856

0.0
Descend into water with the aid of diver helpers, using scuba gear or diving suits.

O*NET Task ID 13857

0.0
Obtain information about diving tasks and environmental conditions.

O*NET Task ID 13858

0.0
Repair ships, bridge foundations, or other structures below the water line, using caulk, bolts, and hand tools.

O*NET Task ID 13860

0.0
Cut and weld steel, using underwater welding equipment, jigs, and supports.

O*NET Task ID 13861

0.0
Recover objects by placing rigging around sunken objects, hooking rigging to crane lines, and operating winches, derricks, or cranes to raise objects.

O*NET Task ID 13862

0.0
Install pilings or footings for piers or bridges.

O*NET Task ID 13863

0.0
Install, inspect, clean, or repair piping or valves.

O*NET Task ID 13865

0.0
Remove obstructions from strainers or marine railway or launching ways, using pneumatic or power hand tools.

O*NET Task ID 13867

0.0
Salvage wrecked ships or their cargo, using pneumatic power velocity and hydraulic tools and explosive charges, when necessary.

O*NET Task ID 13868

0.0
Set or guide placement of pilings or sandbags to provide support for structures, such as docks, bridges, cofferdams, or platforms.

O*NET Task ID 13869

0.0
Perform activities related to underwater search and rescue, salvage, recovery, or cleanup operations.

O*NET Task ID 13870

0.0
Supervise or train other divers, including hobby divers.

O*NET Task ID 13871

0.0
Carry out non-destructive testing, such as tests for cracks on the legs of oil rigs at sea.

O*NET Task ID 13872

0.0
Drill holes in rock and rig explosives for underwater demolitions.

O*NET Task ID 13873

0.0
Remove rubbish or pollution from the sea.

O*NET Task ID 13874

0.0
Perform offshore oil or gas exploration or extraction duties, such as conducting underwater surveys or repairing and maintaining drilling rigs or platforms.

O*NET Task ID 13875

0.0
Cultivate or harvest marine species or perform routine work on fish farms.

O*NET Task ID 13876

0.0
Set up dive sites for recreational instruction.

O*NET Task ID 13877

0.0
Inspect the condition of underwater steel or wood structures.

O*NET Task ID 20809

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