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Automation Risk Analysis

Will “Librarian” be Automated?

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AI Exposure Risk

52%

“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%

“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

  • Represent library or institution on internal and external committees.

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

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

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

  • Troubleshoot problems with audio-visual equipment.

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

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

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

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

  • Develop library policies and procedures.

  • 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.

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

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

  • Check books in and out of the library.

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

  • Respond to customer complaints, taking action as necessary.

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

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

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

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

  • Maintain inventory of audio-visual equipment.

  • 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.

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

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

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

  • Assemble and arrange display materials.

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

  • 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.

Technologies & Software

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

Alternative Job Titles