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Automation Risk Analysis

Will “University Librarian” be Automated?

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AI Exposure Risk

52%

“University 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%

“University 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

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

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

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

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

  • Represent library or institution on internal and external committees.

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

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

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

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

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

  • Maintain inventory of audio-visual equipment.

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

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

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

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

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

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

  • Troubleshoot problems with audio-visual equipment.

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

  • Develop library policies and procedures.

  • 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.

  • Check books in and out of the library.

  • 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.

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

  • Assemble and arrange display materials.

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

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

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

Technologies & Software

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

Alternative Job Titles