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Automation Risk Analysis

Will “Library Customer Service Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #616 of 702. Estimated risk: 95.0%

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AI Exposure Risk

51%

“Library Customer Service 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%

“Library Customer Service 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

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

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reserve materials by placing items on reserve for library patrons, checking items in and out of library, and removing out-of-date items.

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

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

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

  • Enter and update patrons' records on computers.

  • Take action to deal with disruptive or problem patrons.

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

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

  • Prepare library statistics reports.

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

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

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

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

  • Operate and maintain audio-visual equipment.

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

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

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

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

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

  • 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.

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

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

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

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

  • Classify and catalog items according to content and purpose.

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

  • 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.

  • Design or maintain library web site and online catalogues.

  • Assist in the preparation of book displays.

Technologies & Software

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