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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

  • Develop library policies and procedures.

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

  • 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.

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

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

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

  • 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.

  • Assemble and arrange display materials.

  • 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.

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

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

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

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

  • Respond to customer complaints, taking action as necessary.

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

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

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

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

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

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

  • Maintain inventory of audio-visual equipment.

  • Troubleshoot problems with audio-visual equipment.

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

  • 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.

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

  • Check books in and out of the library.

Technologies & Software

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

Alternative Job Titles