موظفو استقبال الفنادق
إعداد الطعام والخدمةالتعرّض للذكاء الاصطناعي
- مصدر البيانات: BLSتاريخ النشر: 2026-08
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: 2026-03
0.172
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: 2025
0.51
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 17%.
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 % |
|---|---|
Answer inquiries pertaining to hotel services, guest registration, and travel directions, or make recommendations regarding shopping, dining, or entertainment.43-4081 | 0.007549.3 |
Make and confirm reservations.43-4081 | 0.003523.0 |
Transmit and receive messages, using telephones or telephone switchboards.43-4081 | 0.002314.9 |
Arrange tours, taxis, or restaurant reservations for customers.43-4081 | 0.002012.8 |
| Not observed on any surface — 16 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. | |
Greet, register, and assign rooms to guests of hotels or motels. | —0 |
Verify customers' credit, and establish how the customer will pay for the accommodation. | —0 |
Keep records of room availability and guests' accounts, manually or using computers. | —0 |
Compute bills, collect payments, and make change for guests. | —0 |
Issue room keys and escort instructions to bellhops. | —0 |
Review accounts and charges with guests during the check out process. | —0 |
Post charges, such as those for rooms, food, liquor, or telephone calls, to ledgers, manually or by using computers. | —0 |
Contact housekeeping or maintenance staff when guests report problems. | —0 |
Record guest comments or complaints, referring customers to managers as necessary. | —0 |
Advise housekeeping staff when rooms have been vacated and are ready for cleaning. | —0 |
Deposit guests' valuables in hotel safes or safe-deposit boxes. | —0 |
Perform bookkeeping activities, such as balancing accounts and conducting nightly audits. | —0 |
Clean and maintain lobby and common areas, such as restocking supplies and watering plants. | —0 |
Date-stamp, sort, and rack incoming mail and messages. | —0 |
Prepare for basic food service, such as setting up continental breakfast or coffee and tea supplies. | —0 |
Plan, schedule or supervise the work of other employees. | —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 |
|---|---|
Post charges, such as those for rooms, food, liquor, or telephone calls, to ledgers, manually or by using computers.O*NET Task ID 2617 | 1.0 |
Transmit and receive messages, using telephones or telephone switchboards.O*NET Task ID 2618 | 1.0 |
Record guest comments or complaints, referring customers to managers as necessary.O*NET Task ID 2622 | 1.0 |
Date-stamp, sort, and rack incoming mail and messages.O*NET Task ID 2626 | 1.0 |
Greet, register, and assign rooms to guests of hotels or motels.O*NET Task ID 2610 | 0.5 |
Verify customers' credit, and establish how the customer will pay for the accommodation.O*NET Task ID 2611 | 0.5 |
Keep records of room availability and guests' accounts, manually or using computers.O*NET Task ID 2612 | 0.5 |
Compute bills, collect payments, and make change for guests.O*NET Task ID 2613 | 0.5 |
Review accounts and charges with guests during the check out process.O*NET Task ID 2616 | 0.5 |
Contact housekeeping or maintenance staff when guests report problems.O*NET Task ID 2619 | 0.5 |
Issue room keys and escort instructions to bellhops.O*NET Task ID 2615 | 0.0 |
Deposit guests' valuables in hotel safes or safe-deposit boxes.O*NET Task ID 2625 | 0.0 |
Clean and maintain lobby and common areas, such as restocking supplies and watering plants.O*NET Task ID 18568 | 0.0 |
Prepare for basic food service, such as setting up continental breakfast or coffee and tea supplies.O*NET Task ID 18569 | 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