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Automation Risk Analysis

Will “Library Page” be Automated?

Historical Context: Oxford Study (2013)

Ranked #616 of 702. Estimated risk: 95.0%

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AI Exposure Risk

51%

“Library Page” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

39%

“Library Page” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 39% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Library Assistants, Clerical, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Compile records, and sort, shelve, issue, and receive library materials such as books, electronic media, pictures, cards, slides and microfilm. Locate library materials for loan and replace material in shelving area, stacks, or files according to identification number and title. Register patrons to permit them to borrow books, periodicals, and other library materials.

Avg. Annual Salary $37,910
Avg. Hourly Wage $18.22
Available Jobs (US) 80,070
Job Title & Hierarchy Code (SOC) Library Assistants, Clerical #43-4121
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Library Assistants, Clerical”

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Core Skills & Abilities

  • Operate small branch libraries, under the direction of off-site librarian supervisors.

  • Perform clerical activities, such as answering phones, sorting mail, filing, typing, word processing, and photocopying and mailing out material.

  • Plan or participate in library events and programs, such as story time with children.

  • Maintain records of items received, stored, issued, and returned and file catalog cards according to system used.

  • Repair books using mending tape, paste, and brushes or prepare books to be sent to a bindery for repair.

  • Take action to deal with disruptive or problem patrons.

  • Send out notices and accept fine payments for lost or overdue books.

  • Deliver and retrieve items to and from departments by hand or using push carts.

  • Open and close library during specified hours and secure library equipment, such as computers and audio-visual equipment.

  • Process new materials including books, audio-visual materials, and computer software.

  • Enter and update patrons' records on computers.

  • Classify and catalog items according to content and purpose.

  • Operate and maintain audio-visual equipment.

  • Manage reserve materials by placing items on reserve for library patrons, checking items in and out of library, and removing out-of-date items.

  • Schedule, supervise, and train clerical workers, volunteers, student assistants, and other library employees.

  • Prepare library statistics reports.

  • Inspect returned books for condition and due-date status and compute any applicable fines.

  • Locate library materials for patrons, including books, periodicals, tape cassettes, Braille volumes, and pictures.

  • Provide assistance to librarians in the maintenance of collections of books, periodicals, magazines, newspapers, and audio-visual and other materials.

  • Prepare, store, and retrieve classification and catalog information, lecture notes, or other information related to stored documents, using computers.

  • Register new patrons and issue borrower identification cards that permit patrons to borrow books and other materials.

  • 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.

  • Select substitute titles when requested materials are unavailable, following criteria such as age, education, and interests.

  • Answer routine inquiries and refer patrons in need of professional assistance to librarians.

  • Instruct patrons on how to use reference sources, card catalogs, and automated information systems.

  • Assist in the preparation of book displays.

  • Maintain library equipment, such as photocopiers, scanners, and computers, and instruct patrons in proper use of such equipment.

  • Sort books, publications, and other items according to established procedure and return them to shelves, files, or other designated storage areas.

  • Design or maintain library web site and online catalogues.

  • Review records, such as microfilm and issue cards, to identify titles of overdue materials and delinquent borrowers.

  • Perform accounting and bookkeeping activities, such as invoicing, maintaining financial records, budgeting, and handling cash.

  • Lend, reserve, and collect books, periodicals, videotapes, and other materials at circulation desks and process materials for inter-library loans.

Technologies & Software

  • Microsoft PowerPoint
  • Llama (Meta)
  • Microsoft Office software
  • Napkin AI
  • Grammarly AI
  • Recordkeeping software
  • Notion AI
  • Microsoft Word
  • C++
  • Gemini (Google)
  • UiPath (RPA + AI)
  • Microsoft Publisher
  • Online Computer Library Center (OCLC) databases
  • DeepSeek
  • Microsoft Access
  • Grok (xAI)
  • Video retrieval systems
  • ChatGPT (OpenAI)
  • Adobe Acrobat
  • Kimi (Moonshot AI)
  • Database software
  • Adobe Photoshop
  • Zapier AI
  • Cataloging software
  • WorldCat
  • Automated circulation systems
  • Claude (Anthropic)
  • Nova (Amazon)
  • Microsoft Copilot
  • Microsoft Outlook
  • Web browser software
  • Microsoft Windows
  • Gemini for Workspace
  • Microsoft Excel
  • ResourceMate Plus
  • Mistral (Mistral AI)
  • Word processing software
  • Perplexity AI
  • Qwen (Alibaba)
  • Otter.ai
  • Microfilm printers
  • Digital cameras
  • Cash registers
  • Personal readers
  • Desktop computers
  • Microfilm readers
  • Thermal book binders
  • Barcode scanners
  • Laminating machines
  • Magnifiers
  • Multi function printers
  • Multimedia projectors
  • Braile embossers
  • Photocopying equipment
  • Laser printers
  • Handheld calculators
  • Mail opening equipment
  • Delivery vans
  • Microfiche readers
  • Film projectors
  • Laser facsimile machines
  • 10-key calculators
  • Typewriters
  • Microfiche printers
  • Bookmobiles
  • Scanners
  • Video teleconferencing systems
  • Multi-line telephone systems