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Automation Risk Analysis

Will “Substitute Librarian” be Automated?

Historical Context: Oxford Study (2013)

Ranked #616 of 702. Estimated risk: 95.0%

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AI Exposure Risk

51%

“Substitute Librarian” 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%

“Substitute Librarian” 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

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

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

  • Assist in the preparation of book displays.

  • Enter and update patrons' records on computers.

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

  • Prepare library statistics reports.

  • Take action to deal with disruptive or problem patrons.

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

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reserve materials by placing items on reserve for library patrons, checking items in and out of library, and removing out-of-date items.

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

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

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

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

  • Design or maintain library web site and online catalogues.

  • 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.

  • Classify and catalog items according to content and purpose.

  • 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.

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

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

  • Operate and maintain audio-visual equipment.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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