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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

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

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

  • Represent library or institution on internal and external committees.

  • Assemble and arrange display materials.

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

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

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

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

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

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

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

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

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

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

  • Evaluate materials to determine outdated or unused items to be discarded.

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

  • Maintain inventory of audio-visual equipment.

  • 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.

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

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

  • Check books in and out of the library.

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

  • Develop library policies and procedures.

  • Troubleshoot problems with audio-visual equipment.

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles