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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

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

  • 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.

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

  • 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.

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

  • Develop library policies and procedures.

  • 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.

  • Represent library or institution on internal and external committees.

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

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

  • Check books in and out of the library.

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

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

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

  • Troubleshoot problems with audio-visual equipment.

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

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

  • Assemble and arrange display materials.

  • 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.

  • Evaluate materials to determine outdated or unused items to be discarded.

  • Maintain inventory of audio-visual equipment.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles