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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

  • Troubleshoot problems with audio-visual equipment.

  • 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.

  • Respond to customer complaints, taking action as necessary.

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

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

  • 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.

  • Maintain inventory of audio-visual equipment.

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

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

  • Evaluate materials to determine outdated or unused items to be discarded.

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

  • 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.

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

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

  • Represent library or institution on internal and external committees.

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

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

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

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

  • 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.

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

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

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

  • Check books in and out of the library.

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

Technologies & Software

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

Alternative Job Titles