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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

  • Develop library policies and procedures.

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

  • Assemble and arrange display materials.

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

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

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

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

  • Respond to customer complaints, taking action as necessary.

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

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

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

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

  • Troubleshoot problems with audio-visual equipment.

  • Check books in and out of the library.

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

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

  • 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.

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

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

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

  • Evaluate materials to determine outdated or unused items to be discarded.

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

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

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

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

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

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

  • 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.

  • Represent library or institution on internal and external committees.

Technologies & Software

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

Alternative Job Titles