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Automation Risk Analysis

Will “Library Media Specialist” be Automated?

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AI Exposure Risk

52%

“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%

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

  • Assemble and arrange display materials.

  • Evaluate materials to determine outdated or unused items to be discarded.

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

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

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

  • 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.

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

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

  • Respond to customer complaints, taking action as necessary.

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

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

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

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

  • Check books in and out of the library.

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

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

  • Develop library policies and procedures.

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

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

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

  • Represent library or institution on internal and external committees.

  • Maintain inventory of audio-visual equipment.

  • 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.

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

  • Troubleshoot problems with audio-visual equipment.

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

Technologies & Software

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

Alternative Job Titles