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Automation Risk Analysis

Will “Talking Books Library Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #616 of 702. Estimated risk: 95.0%

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AI Exposure Risk

51%

“Talking Books Library Clerk” 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%

“Talking Books Library Clerk” 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

  • 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.

  • 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.

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

  • Classify and catalog items according to content and purpose.

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

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

  • Assist in the preparation of book displays.

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

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

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

  • 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.

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

  • Prepare library statistics reports.

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

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

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

  • Enter and update patrons' records on computers.

  • Operate and maintain audio-visual equipment.

  • Take action to deal with disruptive or problem patrons.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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