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Automation Risk Analysis

Will “Media Specialist” be Automated?

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AI Exposure Risk

52%

“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%

“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

  • 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.

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

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

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

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

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

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

  • 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.

  • Assemble and arrange display materials.

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

  • 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.

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

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

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

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

  • Represent library or institution on internal and external committees.

  • Evaluate materials to determine outdated or unused items to be discarded.

  • Troubleshoot problems with audio-visual equipment.

  • Respond to customer complaints, taking action as necessary.

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

  • Maintain inventory of audio-visual equipment.

  • 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.

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

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

  • Develop library policies and procedures.

Technologies & Software

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

Alternative Job Titles