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Automation Risk Analysis

Will “School Librarian” be Automated?

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AI Exposure Risk

52%

“School Librarian” 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 Librarian” 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.

  • Check books in and out of the library.

  • Respond to customer complaints, taking action as necessary.

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

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

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

  • Evaluate materials to determine outdated or unused items to be discarded.

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

  • 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.

  • Maintain inventory of audio-visual equipment.

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

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

  • Represent library or institution on internal and external committees.

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

  • Develop library policies and procedures.

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

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

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

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

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

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

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

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

  • 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.

  • Assemble and arrange display materials.

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

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

  • Troubleshoot problems with audio-visual equipment.

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

Technologies & Software

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

Alternative Job Titles