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Automation Risk Analysis

Will “Stacks Assistant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #616 of 702. Estimated risk: 95.0%

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AI Exposure Risk

51%

“Stacks Assistant” 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%

“Stacks Assistant” 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

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

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

  • Prepare library statistics reports.

  • 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.

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

  • Classify and catalog items according to content and purpose.

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

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

  • Take action to deal with disruptive or problem patrons.

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

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

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

  • Design or maintain library web site and online catalogues.

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

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

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

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

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

  • Operate and maintain audio-visual equipment.

  • Enter and update patrons' records on computers.

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

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

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

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

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

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

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

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

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

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

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

  • Assist in the preparation of book displays.

Technologies & Software

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