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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

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

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

  • Assist in the preparation of book displays.

  • Classify and catalog items according to content and purpose.

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

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reserve materials by placing items on reserve for library patrons, checking items in and out of library, and removing out-of-date items.

  • Design or maintain library web site and online catalogues.

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

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

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

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

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

  • 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.

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

  • Operate and maintain audio-visual equipment.

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

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

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

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

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

  • Prepare library statistics reports.

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

  • Take action to deal with disruptive or problem patrons.

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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