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Automation Risk Analysis

Will “Special Library Librarian” be Automated?

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AI Exposure Risk

52%

“Special Library 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%

“Special Library 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

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

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  • Evaluate materials to determine outdated or unused items to be discarded.

  • 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.

  • 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.

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

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

  • Troubleshoot problems with audio-visual equipment.

  • Assemble and arrange display materials.

  • Represent library or institution on internal and external committees.

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

  • 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.

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

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

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

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

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

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

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

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

  • Respond to customer complaints, taking action as necessary.

  • Develop library policies and procedures.

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

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

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

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

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

  • Maintain inventory of audio-visual equipment.

Technologies & Software

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

Alternative Job Titles