航空機パイロット

輸送・資材運搬

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

    0.27

    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74%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
Record in log books information, such as flight times, distances flown, and fuel consumption.

O*NET Task ID 10578

1.0
Make announcements regarding flights, using public address systems.

O*NET Task ID 10579

1.0
Use instrumentation to guide flights when visibility is poor.

O*NET Task ID 10562

0.5
Respond to and report in-flight emergencies and malfunctions.

O*NET Task ID 10563

0.5
Contact control towers for takeoff clearances, arrival instructions, and other information, using radio equipment.

O*NET Task ID 10565

0.5
Check passenger and cargo distributions and fuel amounts to ensure that weight and balance specifications are met.

O*NET Task ID 10570

0.5
Monitor engine operation, fuel consumption, and functioning of aircraft systems during flights.

O*NET Task ID 10571

0.5
Confer with flight dispatchers and weather forecasters to keep abreast of flight conditions.

O*NET Task ID 10572

0.5
Coordinate flight activities with ground crews and air traffic control and inform crew members of flight and test procedures.

O*NET Task ID 10573

0.5
Order changes in fuel supplies, loads, routes, or schedules to ensure safety of flights.

O*NET Task ID 10574

0.5
Work as part of a flight team with other crew members, especially during takeoffs and landings.

O*NET Task ID 10564

0.0
Steer aircraft along planned routes, using autopilot and flight management computers.

O*NET Task ID 10566

0.0
Monitor gauges, warning devices, and control panels to verify aircraft performance and to regulate engine speed.

O*NET Task ID 10567

0.0
Start engines, operate controls, and pilot airplanes to transport passengers, mail, or freight, adhering to flight plans, regulations, and procedures.

O*NET Task ID 10568

0.0
Inspect aircraft for defects and malfunctions, according to pre-flight checklists.

O*NET Task ID 10569

0.0
Direct activities of aircraft crews during flights.

O*NET Task ID 10576

0.0
Perform minor maintenance work, or arrange for major maintenance.

O*NET Task ID 10581

0.0
Instruct other pilots and student pilots in aircraft operations and the principles of flight.

O*NET Task ID 10582

0.0
Conduct in-flight tests and evaluations at specified altitudes and in all types of weather to determine the receptivity and other characteristics of equipment and systems.

O*NET Task ID 10583

0.0
Load smaller aircraft, handling passenger luggage and supervising refueling.

O*NET Task ID 10585

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