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AI露出度

  • データ出典: BLS公表時点: '26.08

    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: '26.03

    0.123

    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: '25

    0.14

    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95%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 %APIRaw / share %
Provide road information to assist motorists.

33-3051

0.021880.40.00296.8
Record facts to prepare reports that document incidents and activities.

33-3051

0.003814.00.036185.1
Inspect public establishments to ensure compliance with rules and regulations.

33-3051

0.00155.50.00184.2
Review facts of incidents to determine if criminal act or statute violations were involved.
—00.00163.8
Not observed on any surface — 31 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.
Provide for public safety by maintaining order, responding to emergencies, protecting people and property, enforcing motor vehicle and criminal laws, and promoting good community relations.
—0—0
Identify, pursue, and arrest suspects and perpetrators of criminal acts.
—0—0
Render aid to accident victims and other persons requiring first aid for physical injuries.
—0—0
Testify in court to present evidence or act as witness in traffic and criminal cases.
—0—0
Evaluate complaint and emergency-request information to determine response requirements.
—0—0
Patrol specific area on foot, horseback, or motorized conveyance, responding promptly to calls for assistance.
—0—0
Monitor, note, report, and investigate suspicious persons and situations, safety hazards, and unusual or illegal activity in patrol area.
—0—0
Investigate traffic accidents and other accidents to determine causes and to determine if a crime has been committed.
—0—0
Photograph or draw diagrams of crime or accident scenes and interview principals and eyewitnesses.
—0—0
Monitor traffic to ensure motorists observe traffic regulations and exhibit safe driving procedures.
—0—0
Relay complaint and emergency-request information to appropriate agency dispatchers.
—0—0
Issue citations or warnings to violators of motor vehicle ordinances.
—0—0
Direct traffic flow and reroute traffic in case of emergencies.
—0—0
Inform citizens of community services and recommend options to facilitate longer-term problem resolution.
—0—0
Process prisoners, and prepare and maintain records of prisoner bookings and prisoner status during booking and pre-trial process.
—0—0
Act as official escorts, such as when leading funeral processions or firefighters.
—0—0
Drive vehicles or patrol specific areas to detect law violators, issue citations, and make arrests.
—0—0
Investigate illegal or suspicious activities.
—0—0
Verify that the proper legal charges have been made against law offenders.
—0—0
Execute arrest warrants, locating and taking persons into custody.
—0—0
Record daily activities and submit logs and other related reports and paperwork to appropriate authorities.
—0—0
Patrol and guard courthouses, grand jury rooms, or assigned areas to provide security, enforce laws, maintain order, and arrest violators.
—0—0
Notify patrol units to take violators into custody or to provide needed assistance or medical aid.
—0—0
Take control of accident scenes to maintain traffic flow, to assist accident victims, and to investigate causes.
—0—0
Serve statements of claims, subpoenas, summonses, jury summonses, orders to pay alimony, and other court orders.
—0—0
Question individuals entering secured areas to determine their business, directing and rerouting individuals as necessary.
—0—0
Transport or escort prisoners and defendants en route to courtrooms, prisons or jails, attorneys' offices, or medical facilities.
—0—0
Locate and confiscate real or personal property, as directed by court order.
—0—0
Place people in protective custody.
—0—0
Manage jail operations and tend to jail inmates.
—0—0
Supervise law enforcement staff, such as jail staff, officers, and deputy sheriffs.
—0—0

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

Occupation information