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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

  • Check books in and out of the library.

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

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

  • 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.

  • Develop library policies and procedures.

  • 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.

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

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

  • 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.

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

  • Evaluate materials to determine outdated or unused items to be discarded.

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

  • Troubleshoot problems with audio-visual equipment.

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

  • Assemble and arrange display materials.

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

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

  • Represent library or institution on internal and external committees.

  • 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.

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

  • 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.

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

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

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

  • Respond to customer complaints, taking action as necessary.

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

Technologies & Software

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

Alternative Job Titles