بائعو التجزئة
المبيعات والتسويقالتعرّض للذكاء الاصطناعي
- مصدر البيانات: BLSتاريخ النشر: '26.08
مرتفع جدًا· نسبي
منخفضأربع فئات نسبيةمرتفع جدًاقيمة على مستوى المجموعة المهنية
المقياس والأساس والمصدر
أربع فئات نسبية (منخفض / متوسط / مرتفع / مرتفع جدًا)
831 مهنة تفصيلية في جدول توقعات التوظيف لدى BLS. وتُسند القيمة على مستوى رمز مصفوفة التوظيف الوطنية (NEM)، فالمهن التي تشترك في الرمز نفسه تأخذ النطاق نفسه
- مصدر البيانات: Anthropicتاريخ النشر: '26.03
0.322
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: '25
0.38
0.09نطاق القيم المعروضة هنا0.70قيمة على مستوى المجموعة المهنية
المقياس والأساس والمصدر
مؤشر التعرّض للذكاء الاصطناعي التوليدي، 0–1 كما نُشر
وحدة التصنيف ISCO-08 — تأخذ كل المهن ذات الرمز نفسه هذه القيمة
محسوب من قِبل هذا الموقع وليس منشورًا من منظمة العمل الدولية: من بين 1,012 مهنة يربطها هذا الموقع بمجموعة بيانات المنظمة، تبلغ نسبة التي تساوي هذه القيمة أو تتجاوزها 48%.
ما نوع القيمة التي ينشرها هذا المصدر
فئة BLS رتبة نسبية لا مستوى مطلق، وليست قياسًا مباشرًا: فهي تجمع الرتب المئينية للمهنة في عدة دراسات منشورة في أربع فئات. وهي ليست توقّعًا للتوظيف أو الأجور، ولا احتمالًا للتبني، ولا تفرّق بين الأتمتة والتعزيز.
Task-level exposure
المهام ذات التعرض فقط| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Recommend, select, and help locate or obtain merchandise based on customer needs and desires.41-2031 | 0.220055.0 | 0.040030.8 |
Describe merchandise and explain use, operation, and care of merchandise to customers.41-2031 | 0.160040.0 | 0.020015.4 |
Greet customers and ascertain what each customer wants or needs.41-2031 | 0.01002.5 | 0.060046.2 |
Answer questions regarding the store and its merchandise.41-2031 | 0.01002.5 | 0.01007.7 |
Maintain records related to sales.41-2031 | 0.00000.0 | 0.00000.0 |
Compute sales prices, total purchases, and receive and process cash or credit payment. | —0 | 0.00000.0 |
Help customers try on or fit merchandise. | —0 | 0.00000.0 |
| 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. | ||
Maintain knowledge of current sales and promotions, policies regarding payment and exchanges, and security practices. | —0 | —0 |
Watch for and recognize security risks and thefts and know how to prevent or handle these situations. | —0 | —0 |
Ticket, arrange, and display merchandise to promote sales. | —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 |
Prepare merchandise for purchase or rental. | —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 |
Prepare sales slips or sales contracts. | —0 | —0 |
Bag or package purchases and wrap gifts. | —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