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Automation Risk Analysis

Will “Children's Librarian” be Automated?

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AI Exposure Risk

52%

“Children's 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%

“Children's 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.

  • Respond to customer complaints, taking action as necessary.

  • 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.

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

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

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

  • 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.

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

  • Assemble and arrange display materials.

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

  • Maintain inventory of audio-visual equipment.

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

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

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

  • Evaluate materials to determine outdated or unused items to be discarded.

  • Check books in and out of the library.

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

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles