গ্রন্থাগার সহকারী
অফিস ও প্রশাসনিক সহায়তাAI এক্সপোজার
- ডেটার উৎস: BLSপ্রকাশকাল: 2026-08
উচ্চ· আপেক্ষিক
কমচারটি আপেক্ষিক স্তরঅত্যন্ত উচ্চপেশা-গোষ্ঠী পর্যায়ের মান
স্কেল, ভিত্তি ও উৎস
চারটি আপেক্ষিক স্তর (কম / মাঝারি / উচ্চ / অত্যন্ত উচ্চ)
BLS কর্মসংস্থান পূর্বাভাস সারণির 831টি বিস্তারিত পেশার ভিত্তিতে। মান NEM (ন্যাশনাল এমপ্লয়মেন্ট ম্যাট্রিক্স) কোড অনুযায়ী দেওয়া হয়, তাই একই NEM কোডের পেশাগুলি একই ব্যান্ড পায়
- ডেটার উৎস: Anthropicপ্রকাশকাল: 2026-03
0.098
0.000এখানে থাকা মানগুলোর পরিসর0.745স্কেল, ভিত্তি ও উৎস
- ডেটার উৎস: ILOপ্রকাশকাল: 2025
0.46
0.09এখানে থাকা মানগুলোর পরিসর0.70পেশা-গোষ্ঠী পর্যায়ের মান
স্কেল, ভিত্তি ও উৎস
জেনারেটিভ AI এক্সপোজার সূচক, প্রকাশিত রূপে 0–1
ISCO-08 ইউনিট গ্রুপ — একই কোডের সব পেশা এই মানই পায়
এটি এই সাইটের হিসাব, ILO-এর প্রকাশিত সংখ্যা নয়: এই সাইট ILO ডেটাসেটের সঙ্গে যুক্ত করা ১,০১২টি পেশার মধ্যে 24% এই মানের সমান বা তার বেশি।
এই উৎস কী ধরনের মান প্রকাশ করে
BLS-এর শ্রেণিবিভাগ একটি আপেক্ষিক র্যাঙ্ক, পরম মাত্রা নয়, এবং এটি সরাসরি পরিমাপও নয়: এটি কয়েকটি প্রকাশিত গবেষণায় পাওয়া পেশার পার্সেন্টাইল র্যাঙ্কগুলিকে চারটি স্তরে ভাগ করে। এটি কর্মসংস্থান বা মজুরির পূর্বাভাস নয়, গ্রহণের সম্ভাবনাও নয়, এবং এটি স্বয়ংক্রিয়তা ও সম্প্রসারণের মধ্যে পার্থক্য করে না।
Task-level exposure
শুধু এক্সপোজার থাকা কাজ| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Locate library materials for patrons, including books, periodicals, tape cassettes, Braille volumes, and pictures.43-4121 | 0.051275.7 | 0.01344.2 |
Classify and catalog items according to content and purpose.43-4121 | 0.007511.1 | 0.304895.3 |
Instruct patrons on how to use reference sources, card catalogs, and automated information systems.43-4121 | 0.00395.8 | —0 |
Perform accounting and bookkeeping activities, such as invoicing, maintaining financial records, budgeting, and handling cash.43-4121 | 0.00294.3 | 0.00160.5 |
Process new materials including books, audio-visual materials, and computer software.43-4121 | 0.00213.1 | —0 |
| 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. | ||
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 |
Operate and maintain audio-visual equipment. | —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