مساعدو المكتبات
المكتب والدعم الإداريالتعرّض للذكاء الاصطناعي
- مصدر البيانات: BLSتاريخ النشر: 2026-08
مرتفع· 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
0.098
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: 2025
0.46
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 24%.
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 % |
|---|---|---|
Locate library materials for patrons, including books, periodicals, tape cassettes, Braille volumes, and pictures.43-4121 | 0.039972.8 | 0.013113.0 |
Classify and catalog items according to content and purpose.43-4121 | 0.013224.0 | 0.081781.0 |
Instruct patrons on how to use reference sources, card catalogs, and automated information systems.43-4121 | 0.00183.2 | —0 |
Operate and maintain audio-visual equipment. | —0 | 0.00353.5 |
Perform accounting and bookkeeping activities, such as invoicing, maintaining financial records, budgeting, and handling cash. | —0 | 0.00252.5 |
| Not observed on any surface — 27 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. | ||
Process new materials including books, audio-visual materials, and computer software. | —0 | —0 |
Sort books, publications, and other items according to established procedure and return them to shelves, files, or other designated storage areas. | —0 | —0 |
Answer routine inquiries and refer patrons in need of professional assistance to librarians. | —0 | —0 |
Maintain records of items received, stored, issued, and returned and file catalog cards according to system used. | —0 | —0 |
Provide assistance to librarians in the maintenance of collections of books, periodicals, magazines, newspapers, and audio-visual and other materials. | —0 | —0 |
Take action to deal with disruptive or problem patrons. | —0 | —0 |
Open and close library during specified hours and secure library equipment, such as computers and audio-visual (AV) equipment. | —0 | —0 |
Perform clerical activities, such as answering phones, sorting mail, filing, typing, word processing, and photocopying and mailing out material. | —0 | —0 |
Schedule, supervise, and train clerical workers, volunteers, student assistants, and other library employees. | —0 | —0 |
Maintain library equipment, such as photocopiers, scanners, and computers, and instruct patrons in proper use of such equipment. | —0 | —0 |
Enter and update patrons' records on computers. | —0 | —0 |
Inspect returned books for condition and due-date status and compute any applicable fines. | —0 | —0 |
Register new patrons and issue borrower identification cards that permit patrons to borrow books and other materials. | —0 | —0 |
Send out notices and accept fine payments for lost or overdue books. | —0 | —0 |
Operate small branch libraries, under the direction of off-site librarian supervisors. | —0 | —0 |
Prepare, store, and retrieve classification and catalog information, lecture notes, or other information related to stored documents, using computers. | —0 | —0 |
Review records, such as microfilm and issue cards, to identify titles of overdue materials and delinquent borrowers. | —0 | —0 |
Select substitute titles when requested materials are unavailable, following criteria such as age, education, and interests. | —0 | —0 |
Deliver and retrieve items to and from departments by hand or using push carts. | —0 | —0 |
Place books in mailing containers, affix address labels, and secure containers with straps for mailing to blind library patrons. | —0 | —0 |
Assist in the preparation of book displays. | —0 | —0 |
Manage reserve materials by placing items on reserve for library patrons, checking items in and out of library, and removing out-dated items. | —0 | —0 |
Lend, reserve, and collect books, periodicals, videotapes, and other materials at circulation desks and process materials for inter-library loans. | —0 | —0 |
Repair books using mending tape, paste, and brushes or prepare books to be sent to a bindery for repair. | —0 | —0 |
Acquire books, pamphlets, periodicals, audio-visual materials, and other library supplies by checking prices, figuring costs, and preparing appropriate order forms and facilitating the ordering process by providing such information to others. | —0 | —0 |
Prepare library statistics reports. | —0 | —0 |
Design or maintain library web site and online catalogues. | —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 |
|---|---|
Enter and update patrons' records on computers.O*NET Task ID 2643 | 1.0 |
Maintain records of items received, stored, issued, and returned and file catalog cards according to system used.O*NET Task ID 2650 | 1.0 |
Classify and catalog items according to content and purpose.O*NET Task ID 2654 | 1.0 |
Send out notices and accept fine payments for lost or overdue books.O*NET Task ID 2656 | 1.0 |
Prepare, store, and retrieve classification and catalog information, lecture notes, or other information related to stored documents, using computers.O*NET Task ID 2658 | 1.0 |
Review records, such as microfilm and issue cards, to identify titles of overdue materials and delinquent borrowers.O*NET Task ID 2661 | 1.0 |
Select substitute titles when requested materials are unavailable, following criteria such as age, education, and interests.O*NET Task ID 2662 | 1.0 |
Perform clerical activities, such as answering phones, sorting mail, filing, typing, word processing, and photocopying and mailing out material.O*NET Task ID 18770 | 1.0 |
Perform accounting and bookkeeping activities, such as invoicing, maintaining financial records, budgeting, and handling cash.O*NET Task ID 18775 | 1.0 |
Prepare library statistics reports.O*NET Task ID 18778 | 1.0 |
Sort books, publications, and other items according to established procedure and return them to shelves, files, or other designated storage areas.O*NET Task ID 2645 | 0.0 |
Take action to deal with disruptive or problem patrons.O*NET Task ID 2653 | 0.0 |
Operate and maintain audio-visual equipment.O*NET Task ID 2660 | 0.0 |
Deliver and retrieve items to and from departments by hand or using push carts.O*NET Task ID 2664 | 0.0 |
Place books in mailing containers, affix address labels, and secure containers with straps for mailing to blind library patrons.O*NET Task ID 2666 | 0.0 |
Open and close library during specified hours and secure library equipment, such as computers and audio-visual equipment.O*NET Task ID 18769 | 0.0 |
Maintain library equipment, such as photocopiers, scanners, and computers, and instruct patrons in proper use of such equipment.O*NET Task ID 18772 | 0.0 |
Repair books using mending tape, paste, and brushes or prepare books to be sent to a bindery for repair.O*NET Task ID 18776 | 0.0 |
Plan or participate in library events and programs, such as story time with children.O*NET Task ID 21077 | 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