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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

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

  • Respond to customer complaints, taking action as necessary.

  • Assemble and arrange display materials.

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

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

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

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

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

  • 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.

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

  • Develop library policies and procedures.

  • Maintain inventory of audio-visual equipment.

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

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

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

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

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

  • Check books in and out of the library.

  • 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.

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

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

  • Represent library or institution on internal and external committees.

  • Evaluate materials to determine outdated or unused items to be discarded.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles