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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

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

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

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

  • Evaluate materials to determine outdated or unused items to be discarded.

  • 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.

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

  • Maintain inventory of audio-visual equipment.

  • Develop library policies and procedures.

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

  • Check books in and out of the library.

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

  • Assemble and arrange display materials.

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

  • 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.

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

  • Represent library or institution on internal and external committees.

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

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

  • 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.

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

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

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

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

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

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

  • 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.

  • Troubleshoot problems with audio-visual equipment.

Technologies & Software

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

Alternative Job Titles