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Automation Risk Analysis

Will “Bookmobile Driver” be Automated?

Historical Context: Oxford Study (2013)

Ranked #616 of 702. Estimated risk: 95.0%

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AI Exposure Risk

51%

“Bookmobile Driver” 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%

“Bookmobile Driver” 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

  • Design or maintain library web site and online catalogues.

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

  • Enter and update patrons' records on computers.

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

  • Prepare library statistics reports.

  • 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.

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

  • Take action to deal with disruptive or problem patrons.

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

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

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

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

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reserve materials by placing items on reserve for library patrons, checking items in and out of library, and removing out-of-date items.

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

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

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

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

  • Classify and catalog items according to content and purpose.

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

  • Operate and maintain audio-visual equipment.

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

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

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

  • 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.

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

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

  • Assist in the preparation of book displays.

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

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

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

Technologies & Software

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