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Automation Risk Analysis

Will “Instruction Librarian” be Automated?

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AI Exposure Risk

52%

“Instruction 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%

“Instruction 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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

  • Maintain inventory of audio-visual equipment.

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

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

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

  • Respond to customer complaints, taking action as necessary.

  • Troubleshoot problems with audio-visual equipment.

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

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

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

  • Evaluate materials to determine outdated or unused items to be discarded.

  • Train faculty and media staff on the use of software and 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.

  • Assemble and arrange display materials.

  • Develop library policies and procedures.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles