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Automation Risk Analysis

Will “Instructional Technologist” be Automated?

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AI Exposure Risk

52%

“Instructional Technologist” 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 Technologist” 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

  • Troubleshoot problems with audio-visual equipment.

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

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

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

  • Respond to customer complaints, taking action as necessary.

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

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

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

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

  • Develop library policies and procedures.

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

  • Assemble and arrange display materials.

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

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

  • 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.

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

  • Maintain inventory of audio-visual equipment.

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

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

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

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

  • Check books in and out of the library.

  • Represent library or institution on internal and external committees.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles