海上貨物取扱者
輸送・資材運搬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
- 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
- データ出典: ILO公表時点: 2025
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。
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.
| Task | βE1 + 0.5 × E2 |
|---|---|
Record operating data such as products and quantities pumped, gauge readings, and operating times, manually or using computers.O*NET Task ID 12796 | 1.0 |
Verify tank car, barge, or truck load numbers to ensure car placement accuracy based on written or verbal instructions.O*NET Task ID 12792 | 0.0 |
Observe positions of cars passing loading spouts, and swing spouts into the correct positions at the appropriate times.O*NET Task ID 12793 | 0.0 |
Operate ship loading and unloading equipment, conveyors, hoists, and other specialized material handling equipment such as railroad tank car unloading equipment.O*NET Task ID 12794 | 0.0 |
Monitor product movement to and from storage tanks, coordinating activities with other workers to ensure constant product flow.O*NET Task ID 12795 | 0.0 |
Check conditions and weights of vessels to ensure cleanliness and compliance with loading procedures.O*NET Task ID 12797 | 0.0 |
Operate industrial trucks, tractors, loaders, and other equipment to transport materials to and from transportation vehicles and loading docks, and to store and retrieve materials in warehouses.O*NET Task ID 12798 | 0.0 |
Connect ground cables to carry off static electricity when unloading tanker cars.O*NET Task ID 12799 | 0.0 |
Seal outlet valves on tank cars, barges, and trucks.O*NET Task ID 12800 | 0.0 |
Test samples for specific gravity, using hydrometers, or send samples to laboratories for testing.O*NET Task ID 12801 | 0.0 |
Remove and replace tank car dome caps, or direct other workers in their removal and replacement.O*NET Task ID 12802 | 0.0 |
Lower gauge rods into tanks or read meters to verify contents, temperatures, and volumes of liquid loads.O*NET Task ID 12803 | 0.0 |
Clean interiors of tank cars or tank trucks, using mechanical spray nozzles.O*NET Task ID 12804 | 0.0 |
Operate conveyors and equipment to transfer grain or other materials from transportation vehicles.O*NET Task ID 12805 | 0.0 |
Test vessels for leaks, damage, and defects, and repair or replace defective parts as necessary.O*NET Task ID 12806 | 0.0 |
Unload cars containing liquids by connecting hoses to outlet plugs and pumping compressed air into cars to force liquids into storage tanks.O*NET Task ID 12807 | 0.0 |
Copy and attach load specifications to loaded tanks.O*NET Task ID 12808 | 0.0 |
Start pumps and adjust valves or cables to regulate the flow of products to vessels, using knowledge of loading procedures.O*NET Task ID 12809 | 0.0 |
Perform general warehouse activities, such as opening containers and crates, filling warehouse orders, assisting in taking inventory, and weighing and checking materials.O*NET Task ID 12810 | 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