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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

  • Evaluate materials to determine outdated or unused items to be discarded.

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

  • Develop library policies and procedures.

  • Assemble and arrange display materials.

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

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

  • Represent library or institution on internal and external committees.

  • 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.

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

  • Troubleshoot problems with 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.

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

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

  • Maintain inventory of audio-visual equipment.

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

  • Check books in and out of the library.

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

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

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

  • 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.

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

  • Respond to customer complaints, taking action as necessary.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles