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Automation Risk Analysis

Will “Elementary School Librarian” be Automated?

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AI Exposure Risk

52%

“Elementary 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%

“Elementary 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

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

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

  • Assemble and arrange display materials.

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

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

  • Represent library or institution on internal and external committees.

  • Check books in and out of the library.

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

  • 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.

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

  • 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.

  • 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.

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

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

  • Develop library policies and procedures.

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

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

  • Respond to customer complaints, taking action as necessary.

  • 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.

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

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

  • Maintain inventory of audio-visual equipment.

  • 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.

  • Troubleshoot problems with audio-visual equipment.

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

Technologies & Software

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

Alternative Job Titles