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Automation Risk Analysis

Will “School Library Media Specialist” be Automated?

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AI Exposure Risk

52%

“School Library Media Specialist” 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 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

33%

“School Library 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 33% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Librarians and Media Collections Specialists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Administer and maintain libraries or collections of information, for public or private access through reference or borrowing. Work in a variety of settings, such as educational institutions, museums, and corporations, and with various types of informational materials, such as books, periodicals, recordings, films, and databases. Tasks may include acquiring, cataloging, and circulating library materials, and user services such as locating and organizing information, providing instruction on how to access information, and setting up and operating a library's media equipment.

Avg. Annual Salary $69,180
Avg. Hourly Wage $33.26
Available Jobs (US) 131,830
Job Title & Hierarchy Code (SOC) Librarians and Media Collections Specialists #25-4022
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Librarians and Media Collections Specialists”

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Core Skills & Abilities

  • Set up, adjust, and operate audio-visual equipment, such as cameras, film and slide projectors, and recording equipment, for meetings, events, classes, seminars, and video conferences.

  • Develop library policies and procedures.

  • Check books in and out of the library.

  • Compile lists of books, periodicals, articles, and audio-visual materials on particular subjects.

  • Arrange for interlibrary loans of materials not available in a particular library.

  • Supervise daily library operations, budgeting, planning, and personnel activities, such as hiring, training, scheduling, and performance evaluations.

  • Maintain hardware and software, including computers, media equipment, scanners, color copiers, and color laser printers.

  • Confer with colleagues, faculty, and community members and organizations to conduct informational programs, make collection decisions, and determine library services to offer.

  • Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors.

  • Represent library or institution on internal and external committees.

  • Confer with teachers to select course materials and to determine which training aids are best suited to particular grade levels.

  • Locate unusual or unique information in response to specific requests.

  • Respond to customer complaints, taking action as necessary.

  • Teach library patrons basic computer skills, such as searching computerized databases.

  • Plan and teach classes on topics such as information literacy, library instruction, and technology use.

  • Direct and train library staff in duties, such as receiving, shelving, researching, cataloging, and equipment use.

  • Train faculty and media staff on the use of software and audio-visual equipment.

  • Evaluate materials to determine outdated or unused items to be discarded.

  • Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.

  • Code, classify, and catalog books, publications, films, audio-visual aids, and other library materials, based on subject matter or standard library classification systems.

  • Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions.

  • Analyze patrons' requests to determine needed information and assist in furnishing or locating that information.

  • Maintain inventory of audio-visual equipment.

  • Plan and deliver client-centered programs and services, such as special services for corporate clients, storytelling for children, newsletters, or programs for special groups.

  • Develop, maintain, and troubleshoot information access aids, such as databases, annotated bibliographies, Web pages, electronic pathfinders, software programs, and online tutorials.

  • Evaluate vendor products and performance, negotiate contracts, and place orders.

  • Assemble and arrange display materials.

  • Troubleshoot problems with audio-visual equipment.

  • Explain use of library facilities, resources, equipment, and services, and provide information about library policies.

  • Engage in professional development activities, such as taking continuing education classes and attending or participating in conferences, workshops, professional meetings, and associations.

Technologies & Software

  • askSam Systems SurfSaver
  • JavaScript
  • Microsoft Access
  • FileMaker Pro
  • Extensible hypertext markup language XHTML
  • PHP
  • Dynix Digital Library
  • Adobe Creative Cloud software
  • Microsoft Word
  • Web browser software
  • Graphics software
  • Standard generalized markup language SGML
  • Microsoft Windows
  • SmugMug Flickr
  • Nova (Amazon)
  • Adobe Acrobat
  • Email software
  • Microsoft SharePoint
  • Really Simple Syndication RSS
  • Inmagic TextWorks
  • Drupal
  • Gemini (Google)
  • Khanmigo (Khan Academy)
  • Desktop publishing software
  • Inmagic Genie
  • Grok (xAI)
  • Napkin AI
  • DeepSeek
  • StataCorp Stata
  • Infovision Amlib
  • Electronic Online Systems International EOS.Web
  • Perplexity AI
  • SirsiDynix Symphony
  • LexisNexis
  • Ex Libris Group Aleph
  • Ex Libris Group Voyager
  • Facebook
  • Thomson Scientific Dialog
  • Macropool Web Research
  • Microsoft Publisher
  • Innovative Interfaces Millennium
  • Hypertext markup language HTML
  • Word processing software
  • National Library of Medicine Medline
  • Adobe After Effects
  • Duolingo AI
  • Wiki software
  • Surpass management system software
  • ChatGPT (OpenAI)
  • Google Workspace software
  • Blogging software
  • Microsoft Onfolio
  • Microsoft Excel
  • Database software
  • Mistral (Mistral AI)
  • Qwen (Alibaba)
  • WebClarity Software BookWhere
  • Gemini for Education
  • CatchTheWeb
  • Social networking software
  • Blackboard software
  • Adobe InDesign
  • CATNYP
  • Cascading style sheets CSS
  • QuarkXPress
  • National Library of Medicine DOCLINE
  • HTTrack
  • MagicSchool AI
  • Adobe Premiere Pro
  • Apple Final Cut Pro
  • Microsoft Visio
  • Structured query language SQL
  • RCL Software Media Library Manager
  • Llama (Meta)
  • Microsoft Outlook
  • Adobe Dreamweaver
  • NotebookLM (Google)
  • Zoom
  • PrimaSoft PC Small Library Organizer Pro
  • Thomson Reuters Westlaw Edge
  • Oracle Java
  • Adobe Photoshop
  • Adobe Illustrator
  • Microsoft PowerPoint
  • Online databases
  • Springshare LibGuides
  • Classification Web
  • Online Computer Library Center (OCLC) databases
  • MC2 Systems Auto Librarian
  • Saora Keepoint
  • Kimi (Moonshot AI)
  • Microsoft Office software
  • Learning management system LMS
  • Autodesk AutoCAD
  • Data visualization software
  • Claude (Anthropic)
  • Kelowna Software L4U
  • Extensible markup language XML
  • Apple iMovie
  • WorldCat
  • Scanners
  • Videoconferencing equipment
  • Film projectors
  • Barcode scanners
  • Microfilm printers
  • Slide projectors
  • Bookmobiles
  • Compact disk CD players
  • Multimedia projectors
  • Television monitors
  • Light boards
  • Liquid crystal display LCD projection systems
  • Wireless microphones
  • Still cameras
  • Audio tape players
  • Public address PA systems
  • Laptop computers
  • Audio presentation systems
  • Microfilm readers
  • Video screens
  • Desktop computers
  • Voltmeters
  • Personal computers
  • Multi-line telephone systems
  • Digital camcorders
  • Audio or video editing systems
  • High speed video duplicators
  • Video cassette recorders VCR
  • Sound boards
  • Large screen projectors
  • Cash registers
  • Overhead display projectors
  • Portable amplifiers
  • Photocopying equipment
  • Screwdrivers
  • Microfiche readers
  • Motion picture projectors
  • Opaque projectors
  • Digital cameras
  • Digital video disk DVD players
  • Claw hammers

Alternative Job Titles