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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

  • Assemble and arrange display materials.

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

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

  • Develop library policies and procedures.

  • 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.

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

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

  • 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.

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

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

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

  • Represent library or institution on internal and external committees.

  • Troubleshoot problems with 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.

  • 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.

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

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

  • Check books in and out of the library.

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

  • Evaluate materials to determine outdated or unused items to be discarded.

  • 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.

  • 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.

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

  • Respond to customer complaints, taking action as necessary.

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

Technologies & Software

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

Alternative Job Titles