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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

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

  • 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.

  • Represent library or institution on internal and external committees.

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

  • Respond to customer complaints, taking action as necessary.

  • 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.

  • 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.

  • Check books in and out of the library.

  • Troubleshoot problems with audio-visual equipment.

  • Assemble and arrange display materials.

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

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

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

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

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

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

  • Maintain inventory of 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.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles