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Automation Risk Analysis

Will “Public Services Assistant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #616 of 702. Estimated risk: 95.0%

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AI Exposure Risk

51%

“Public Services 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%

“Public Services 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

  • 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.

  • 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.

  • Design or maintain library web site and online catalogues.

  • Enter and update patrons' records on computers.

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

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

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

  • 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.

  • Take action to deal with disruptive or problem patrons.

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

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

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

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

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

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reserve materials by placing items on reserve for library patrons, checking items in and out of library, and removing out-of-date items.

  • 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.

  • Operate and maintain audio-visual equipment.

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

  • Prepare library statistics reports.

  • Assist in the preparation of book displays.

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

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

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

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

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

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

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

  • Classify and catalog items according to content and purpose.

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

Technologies & Software

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