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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

    0.20

    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86%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
Respond to and make radio dispatch calls regarding parking violations and complaints.

O*NET Task ID 7939

1.0
Enter and retrieve information pertaining to vehicle registration, identification, and status, using hand-held computers.

O*NET Task ID 7951

1.0
Prepare and maintain required records, including logs of parking enforcement activities, and records of contested citations.

O*NET Task ID 7953

1.0
Assign and review the work of subordinates.

O*NET Task ID 7956

1.0
Write warnings and citations for illegally parked vehicles.

O*NET Task ID 7937

0.5
Identify vehicles in violation of parking codes, checking with dispatchers when necessary to confirm identities or to determine whether vehicles need to be booted or towed.

O*NET Task ID 7941

0.5
Observe and report hazardous conditions, such as missing traffic signals or signs, and street markings that need to be repainted.

O*NET Task ID 7943

0.5
Investigate and answer complaints regarding contested parking citations, determining their validity and routing them appropriately.

O*NET Task ID 7944

0.5
Provide information to the public regarding parking regulations and facilities, and the location of streets, buildings and points of interest.

O*NET Task ID 7946

0.5
Locate lost, stolen, and counterfeit parking permits, and take necessary enforcement action.

O*NET Task ID 7954

0.5
Patrol an assigned area by vehicle or on foot to ensure public compliance with existing parking ordinance.

O*NET Task ID 7935

0.0
Maintain close communications with dispatching personnel, using two-way radios or cell phones.

O*NET Task ID 7936

0.0
Mark tires of parked vehicles with chalk and record time of marking, and return at regular intervals to ensure that parking time limits are not exceeded.

O*NET Task ID 7938

0.0
Train new or temporary staff.

O*NET Task ID 7940

0.0
Perform simple vehicle maintenance procedures, such as checking oil and gas, and report mechanical problems to supervisors.

O*NET Task ID 7942

0.0
Maintain assigned equipment and supplies, such as hand-held citation computers, citation books, rain gear, tire-marking chalk, and street cones.

O*NET Task ID 7945

0.0
Appear in court at hearings regarding contested traffic citations.

O*NET Task ID 7947

0.0
Make arrangements for illegally parked or abandoned vehicles to be towed, and direct tow-truck drivers to the correct vehicles.

O*NET Task ID 7948

0.0
Perform traffic control duties such as setting up barricades and temporary signs, placing bags on parking meters to limit their use, or directing traffic.

O*NET Task ID 7949

0.0
Provide assistance to motorists needing help with problems, such as flat tires, keys locked in cars, or dead batteries.

O*NET Task ID 7950

0.0
Collect coins deposited in meters.

O*NET Task ID 7952

0.0
Wind parking meter clocks.

O*NET Task ID 7955

0.0
Remove handbills within patrol areas.

O*NET Task ID 7957

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