小売販売員
営業・マーケティングAI露出度
- データ出典: BLS公表時点: '26.08
非常に高い· 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
- データ出典: Anthropic公表時点: '26.03
0.322
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: '25
0.38
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48%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| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Recommend, select, and help locate or obtain merchandise based on customer needs and desires.41-2031 | 0.109539.7 | 0.090650.9 |
Greet customers and ascertain what each customer wants or needs.41-2031 | 0.105938.4 | 0.054030.4 |
Describe merchandise and explain use, operation, and care of merchandise to customers.41-2031 | 0.036913.4 | 0.01096.1 |
Answer questions regarding the store and its merchandise.41-2031 | 0.01746.3 | 0.00663.7 |
Prepare merchandise for purchase or rental.41-2031 | 0.00401.4 | 0.00251.4 |
Ticket, arrange, and display merchandise to promote sales.41-2031 | 0.00230.8 | 0.01136.4 |
Maintain knowledge of current sales and promotions, policies regarding payment and exchanges, and security practices. | —0 | 0.00211.2 |
| Not observed on any surface — 17 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. | ||
Compute sales prices, total purchases, and receive and process cash or credit payment. | —0 | —0 |
Maintain records related to sales. | —0 | —0 |
Watch for and recognize security risks and thefts and know how to prevent or handle these situations. | —0 | —0 |
Prepare sales slips or sales contracts. | —0 | —0 |
Place special orders or call other stores to find desired items. | —0 | —0 |
Demonstrate use or operation of merchandise. | —0 | —0 |
Clean shelves, counters, and tables. | —0 | —0 |
Exchange merchandise for customers and accept returns. | —0 | —0 |
Inventory stock and requisition new stock. | —0 | —0 |
Open and close cash registers, performing tasks such as counting money, separating charge slips, coupons, and vouchers, balancing cash drawers, and making deposits. | —0 | —0 |
Bag or package purchases and wrap gifts. | —0 | —0 |
Help customers try on or fit merchandise. | —0 | —0 |
Sell or arrange for delivery, insurance, financing, or service contracts for merchandise. | —0 | —0 |
Estimate and quote trade-in allowances. | —0 | —0 |
Estimate cost of repair or alteration of merchandise. | —0 | —0 |
Estimate quantity and cost of merchandise required, such as paint or floor covering. | —0 | —0 |
Rent merchandise to customers. | —0 | —0 |
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.
| Task | βE1 + 0.5 × E2 |
|---|---|
Maintain records related to sales.O*NET Task ID 698 | 1.0 |
Prepare sales slips or sales contracts.O*NET Task ID 704 | 1.0 |
Estimate cost of repair or alteration of merchandise.O*NET Task ID 715 | 1.0 |
Maintain knowledge of current sales and promotions, policies regarding payment and exchanges, and security practices.O*NET Task ID 696 | 0.5 |
Compute sales prices, total purchases, and receive and process cash or credit payment.O*NET Task ID 697 | 0.5 |
Recommend, select, and help locate or obtain merchandise based on customer needs and desires.O*NET Task ID 700 | 0.5 |
Answer questions regarding the store and its merchandise.O*NET Task ID 701 | 0.5 |
Describe merchandise and explain use, operation, and care of merchandise to customers.O*NET Task ID 702 | 0.5 |
Ticket, arrange, and display merchandise to promote sales.O*NET Task ID 703 | 0.5 |
Place special orders or call other stores to find desired items.O*NET Task ID 705 | 0.5 |
Greet customers and ascertain what each customer wants or needs.O*NET Task ID 694 | 0.0 |
Open and close cash registers, performing tasks such as counting money, separating charge slips, coupons, and vouchers, balancing cash drawers, and making deposits.O*NET Task ID 695 | 0.0 |
Watch for and recognize security risks and thefts and know how to prevent or handle these situations.O*NET Task ID 699 | 0.0 |
Demonstrate use or operation of merchandise.O*NET Task ID 706 | 0.0 |
Clean shelves, counters, and tables.O*NET Task ID 707 | 0.0 |
Exchange merchandise for customers and accept returns.O*NET Task ID 708 | 0.0 |
Bag or package purchases and wrap gifts.O*NET Task ID 709 | 0.0 |
Help customers try on or fit merchandise.O*NET Task ID 710 | 0.0 |
Prepare merchandise for purchase or rental.O*NET Task ID 712 | 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®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page