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Automation Risk Analysis

Will “Media Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #692 of 702. Estimated risk: 99.0%

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AI Exposure Risk

24%

“Media Specialist” will almost certainly not 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 24% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

41%

“Media Specialist” 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 41% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Library Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist librarians by helping readers in the use of library catalogs, databases, and indexes to locate books and other materials; and by answering questions that require only brief consultation of standard reference. Compile records; sort and shelve books or other media; remove or repair damaged books or other media; register patrons; and check materials in and out of the circulation process. Replace materials in shelving area (stacks) or files. Includes bookmobile drivers who assist with providing services in mobile libraries.

Avg. Annual Salary $43,050
Avg. Hourly Wage $20.70
Available Jobs (US) 73,770
Job Title & Hierarchy Code (SOC) Library Technicians #25-4031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Library Technicians”

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Core Skills & Abilities

  • Design posters and special displays to promote use of library facilities or specific reading programs at libraries.

  • Process interlibrary loans for patrons.

  • Organize and maintain periodicals and reference materials.

  • Train other staff, volunteers, or student assistants and schedule and supervise their work.

  • Sort and deliver library mail and packages.

  • Operate and maintain audio-visual equipment, such as projectors, tape recorders, and videocassette recorders.

  • Process print and non-print library materials to prepare them for inclusion in library collections.

  • Order all print and non-print library materials, checking prices, figuring costs, preparing order slips, and making payments.

  • Review subject matter of materials to be classified and select classification numbers and headings according to classification systems.

  • Enter and update patrons' records on computers.

  • Retrieve information from central databases for storage in a library's computer.

  • Compose explanatory summaries of contents of books and other reference materials.

  • Verify bibliographical data for materials, including author, title, publisher, publication date, and edition.

  • Issue identification cards to borrowers.

  • Collect fines and respond to complaints about fines.

  • Answer routine telephone or in-person reference inquiries, referring patrons to librarians for further assistance, when necessary.

  • Help patrons find and use library resources, such as reference materials, audio-visual equipment, computers, and other electronic resources and provide technical assistance when needed.

  • Claim missing issues of periodicals and journals.

  • Reserve, circulate, renew, and discharge books and other materials.

  • Compile bibliographies and prepare abstracts on subjects of interest to particular organizations or groups.

  • Maintain and troubleshoot problems with library equipment, including computers, photocopiers, and audio-visual equipment.

  • Catalogue and sort books and other print and non-print materials according to procedure and return them to shelves, files, or other designated storage areas.

  • Take actions to halt disruption of library activities by problem patrons.

  • Conduct reference searches, using printed materials and in-house and online databases.

  • Compile and maintain records relating to circulation, materials, and equipment.

  • Send out notices about lost or overdue books.

  • Deliver and retrieve items throughout the library by hand or using pushcart.

  • Compile data and create statistical reports on library usage.

  • Check for damaged library materials, such as books or audio-visual equipment, and provide replacements or make repairs.

  • Plan and conduct children's programs, community outreach programs, and other specialized programs, such as library tours.

  • Provide assistance to teachers and students by locating materials and helping to complete special projects.

Technologies & Software

  • National Library of Medicine DOCLINE
  • Inmagic TextWorks
  • Email software
  • Duolingo AI
  • Innovative Interfaces Millennium
  • Adobe Photoshop
  • Microsoft Publisher
  • Gemini for Education
  • Ex Libris Group Voyager
  • Word processing software
  • Microsoft Access
  • ChatGPT (OpenAI)
  • Adobe Dreamweaver
  • Ex Libris Group Aleph
  • Adobe Illustrator
  • Khanmigo (Khan Academy)
  • Microsoft PowerPoint
  • FileMaker Pro
  • WorldCat
  • Adobe InDesign
  • National Library of Medicine Medline
  • Web browser software
  • Microsoft Excel
  • Database software
  • WebClarity Software BookWhere
  • Online Computer Library Center (OCLC) databases
  • Microsoft Office software
  • MagicSchool AI
  • HandyFile Find and Replace Text Aid Kit
  • Dynix Digital Library
  • SirsiDynix Symphony
  • Microsoft Word
  • Claude (Anthropic)
  • Perplexity AI
  • NotebookLM (Google)
  • Adobe Acrobat
  • Microsoft Outlook
  • Napkin AI
  • Microsoft Windows
  • Microfilm readers
  • Multi-line telephone systems
  • Microfilm printers
  • Bookmobiles
  • Personal computers
  • Photocopying equipment
  • Scanners
  • Barcode scanners
  • Desktop computers
  • Video cassette recorders VCR
  • Cash registers
  • Laptop computers
  • Film projectors
  • Microfiche readers
  • Digital video disk DVD players