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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

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

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

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

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

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

  • Troubleshoot problems with audio-visual equipment.

  • Check books in and out of the library.

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

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

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

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

  • Maintain inventory of audio-visual equipment.

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

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

  • 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.

  • Evaluate materials to determine outdated or unused items to be discarded.

  • Respond to customer complaints, taking action as necessary.

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

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

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

  • Represent library or institution on internal and external committees.

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

  • Assemble and arrange display materials.

  • Develop library policies and procedures.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles