أمناء مكتبات المدارس
التعليم والتدريبالتعرّض 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
0.203
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: 2025
0.55
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 12%.
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 % |
|---|---|---|
Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions.25-4022 | 3.740088.8 | 0.980042.2 |
Locate unusual or unique information in response to specific requests.25-4022 | 0.450010.7 | 1.330057.3 |
Troubleshoot problems with audio-visual equipment.25-4022 | 0.02000.5 | 0.01000.4 |
Plan and deliver client-centered programs and services, such as special services for corporate clients, storytelling for children, newsletters, or programs for special groups.25-4022 | 0.00000.0 | 0.00000.0 |
Teach library patrons basic computer skills, such as searching computerized databases.25-4022 | 0.00000.0 | —0 |
Plan and teach classes on topics such as information literacy, library instruction, and technology use.25-4022 | 0.00000.0 | —0 |
Train faculty and media staff on the use of software and audio-visual equipment.25-4022 | 0.00000.0 | —0 |
Confer with colleagues, faculty, and community members and organizations to conduct informational programs, make collection decisions, and determine library services to offer. | —0 | 0.00000.0 |
Maintain hardware and software, including computers, media equipment, scanners, color copiers, and color laser printers. | —0 | 0.00000.0 |
| Not observed on any surface — 21 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. | ||
Check books in and out of the library. | —0 | —0 |
Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources. | —0 | —0 |
Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors. | —0 | —0 |
Analyze patrons' requests to determine needed information and assist in furnishing or locating that information. | —0 | —0 |
Supervise daily library operations, budgeting, planning, and personnel activities, such as hiring, training, scheduling, and performance evaluations. | —0 | —0 |
Code, classify, and catalog books, publications, films, audio-visual aids, and other library materials, based on subject matter or standard library classification systems. | —0 | —0 |
Respond to customer complaints, taking action as necessary. | —0 | —0 |
Explain use of library facilities, resources, equipment, and services, and provide information about library policies. | —0 | —0 |
Develop library policies and procedures. | —0 | —0 |
Direct and train library staff in duties, such as receiving, shelving, researching, cataloging, and equipment use. | —0 | —0 |
Evaluate materials to determine outdated or unused items to be discarded. | —0 | —0 |
Develop, maintain, and troubleshoot information access aids, such as databases, annotated bibliographies, Web pages, electronic pathfinders, software programs, and online tutorials. | —0 | —0 |
Engage in professional development activities, such as taking continuing education classes and attending or participating in conferences, workshops, professional meetings, and associations. | —0 | —0 |
Compile lists of books, periodicals, articles, and audio-visual materials on particular subjects. | —0 | —0 |
Confer with teachers to select course materials and to determine which training aids are best suited to particular grade levels. | —0 | —0 |
Evaluate vendor products and performance, negotiate contracts, and place orders. | —0 | —0 |
Arrange for interlibrary loans of materials not available in a particular library. | —0 | —0 |
Represent library or institution on internal and external committees. | —0 | —0 |
Set up, adjust, and operate audio-visual equipment, such as cameras, film and slide projectors, and recording equipment, for meetings, events, classes, seminars, and video conferences. | —0 | —0 |
Assemble and arrange display materials. | —0 | —0 |
Maintain inventory of audio-visual equipment. | —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 |
|---|---|
Teach library patrons basic computer skills, such as searching computerized databases.O*NET Task ID 22408 | 1.0 |
Code, classify, and catalog books, publications, films, audio-visual aids, and other library materials, based on subject matter or standard library classification systems.O*NET Task ID 22416 | 1.0 |
Explain use of library facilities, resources, equipment, and services, and provide information about library policies.O*NET Task ID 22418 | 1.0 |
Engage in professional development activities, such as taking continuing education classes and attending or participating in conferences, workshops, professional meetings, and associations.O*NET Task ID 22426 | 1.0 |
Maintain hardware and software, including computers, media equipment, scanners, color copiers, and color laser printers.O*NET Task ID 22435 | 1.0 |
Check books in and out of the library.O*NET Task ID 22407 | 0.5 |
Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.O*NET Task ID 22409 | 0.5 |
Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors.O*NET Task ID 22410 | 0.5 |
Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions.O*NET Task ID 22411 | 0.5 |
Analyze patrons' requests to determine needed information and assist in furnishing or locating that information.O*NET Task ID 22412 | 0.5 |
Troubleshoot problems with audio-visual equipment.O*NET Task ID 22421 | 0.0 |
Represent library or institution on internal and external committees.O*NET Task ID 22431 | 0.0 |
Train faculty and media staff on the use of software and audio-visual equipment.O*NET Task ID 22436 | 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