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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

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

  • 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.

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

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

  • 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.

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

  • Evaluate materials to determine outdated or unused items to be discarded.

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

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

  • Maintain inventory of audio-visual equipment.

  • Assemble and arrange display materials.

  • Troubleshoot problems with audio-visual equipment.

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

  • Develop library policies and procedures.

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

  • 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.

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

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

  • Check books in and out of the library.

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

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

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

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

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

  • Respond to customer complaints, taking action as necessary.

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

  • 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.

Technologies & Software

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

Alternative Job Titles