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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

  • Check books in and out of the library.

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

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

  • Assemble and arrange display materials.

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

  • Troubleshoot problems with audio-visual equipment.

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

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

  • 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.

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

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

  • Represent library or institution on internal and external committees.

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

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

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

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

  • Develop library policies and procedures.

  • Train faculty and media staff on the use of software and 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.

  • Respond to customer complaints, taking action as necessary.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles