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Automation Risk Analysis

Will “Instructional Technology Specialist” be Automated?

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AI Exposure Risk

52%

“Instructional Technology Specialist” 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%

“Instructional Technology Specialist” 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.

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

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

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

  • Check books in and out of the library.

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

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

  • Evaluate materials to determine outdated or unused items to be discarded.

  • Represent library or institution on internal and external committees.

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

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

  • Develop library policies and procedures.

  • Respond to customer complaints, taking action as necessary.

  • Assemble and arrange display materials.

  • Troubleshoot problems with audio-visual equipment.

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

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

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

  • 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.

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles