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Automation Risk Analysis

Will “Technology Infusion Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #16 of 702. Estimated risk: 0.4%

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AI Exposure Risk

56%

“Technology Infusion 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

24%

“Technology Infusion Specialist” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 24% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Instructional Coordinators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Develop instructional material, coordinate educational content, and incorporate current technology into instruction in order to provide guidelines to educators and instructors for developing curricula and conducting courses. May train and coach teachers. Includes educational consultants and specialists, and instructional material directors.

Avg. Annual Salary $77,600
Avg. Hourly Wage $37.31
Available Jobs (US) 210,850
Job Title & Hierarchy Code (SOC) Instructional Coordinators #25-9031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Instructional Coordinators”

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Core Skills & Abilities

  • Analyze performance data to determine effectiveness of instructional systems, courses, or instructional materials.

  • Prepare grant proposals, budgets, and program policies and goals or assist in their preparation.

  • Edit instructional materials, such as books, simulation exercises, lesson plans, instructor guides, and tests.

  • Develop master course documentation or manuals according to applicable accreditation, certification, or other requirements.

  • Research and evaluate emerging instructional technologies or methods.

  • Plan and conduct teacher training programs and conferences dealing with new classroom procedures, instructional materials and equipment, and teaching aids.

  • Prepare or approve manuals, guidelines, and reports on state educational policies and practices for distribution to school districts.

  • Update the content of educational programs to ensure that students are being trained with equipment and processes that are technologically current.

  • Research, evaluate, and prepare recommendations on curricula, instructional methods, and materials for school systems.

  • Interview subject-matter experts or conduct other research to develop instructional content.

  • Recommend changes to curricula or delivery methods, based on information such as instructional effectiveness data, current or future performance requirements, feasibility, and costs.

  • Provide analytical support for the design and development of training curricula, learning strategies, educational policies, or courseware standards.

  • Interpret and enforce provisions of state education codes and rules and regulations of state education boards.

  • Design learning products, including Web-based aids or electronic performance support systems.

  • Adapt instructional content or delivery methods for different levels or types of learners.

  • Develop measurement tools to evaluate the effectiveness of instruction or training interventions.

  • Conduct needs assessments and strategic learning assessments to develop the basis for curriculum development or to update curricula.

  • Define instructional, learning, or performance objectives.

  • Develop instructional materials, such as lesson plans, handouts, or examinations.

  • Assess effectiveness and efficiency of instruction according to ease of instructional technology use and student learning, knowledge transfer, and satisfaction.

  • Design instructional aids for stand-alone or instructor-led classroom or online use.

  • Advise teaching and administrative staff in curriculum development, use of materials and equipment, and implementation of state and federal programs and procedures.

  • Observe work of teaching staff to evaluate performance and to recommend changes that could strengthen teaching skills.

  • Teach instructors to use instructional technology or to integrate technology with teaching.

  • Coordinate activities of workers engaged in cataloging, distributing, and maintaining educational materials and equipment in curriculum libraries and laboratories.

  • Address public audiences to explain program objectives and to elicit support.

  • Recommend, order, or authorize purchase of instructional materials, supplies, equipment, and visual aids designed to meet student educational needs and district standards.

  • Advise and teach students.

  • Present and make recommendations regarding course design, technology, and instruction delivery options.

  • Conduct or participate in workshops, committees, and conferences designed to promote the intellectual, social, and physical welfare of students.

Technologies & Software

  • Mistral (Mistral AI)
  • Trivantis Lectora
  • Email software
  • SoftChalk LessonBuilder
  • Adobe ActionScript
  • Oracle PL/SQL
  • Adobe Premiere Pro
  • etouches
  • Nvu
  • Adobe RoboHelp
  • Adobe eLearning Suite
  • Perplexity AI
  • Extensible markup language XML
  • Edmodo
  • Microsoft Publisher
  • Adobe Captivate
  • Microsoft Outlook
  • Adobe Connect
  • Learning Technology Research Institute GLO Maker
  • Duolingo AI
  • Seesaw
  • ChatGPT (OpenAI)
  • Kahoot!
  • Microsoft SharePoint Server
  • Articulate Storyline
  • Dynamic hypertext markup language DHTML
  • Microsoft Excel
  • Human resource management software HRMS
  • Performance Technology Associates DocuTools
  • Oracle Java
  • Audacity
  • Corel WordPerfect Office Suite
  • JavaScript
  • Khanmigo (Khan Academy)
  • Kimi (Moonshot AI)
  • Suddenly Smart SmartBuilder
  • Vasont Content Management System
  • Adobe Creative Cloud software
  • Desire2Learn LMS software
  • Hypertext markup language HTML
  • Extensible hypertext markup language XHTML
  • Adobe Illustrator
  • TechSmith Snagit
  • DeepSeek
  • Quizlet
  • Poll Everywhere
  • Gemini (Google)
  • Adobe Presenter
  • Common Curriculum
  • Microsoft SharePoint
  • Adobe Photoshop
  • TechSmith Camtasia
  • Instructure Canvas
  • EasyCBM
  • Microsoft Office FrontPage
  • SmartDraw VP
  • Adobe Acrobat
  • Flipgrid
  • Apple QuickTime
  • Adobe Dreamweaver
  • Web browser software
  • SumTotal Systems ToolBook
  • IXL Learning Quia Web
  • Drupal
  • Screencast-O-Matic
  • Microsoft PowerPoint
  • WeVideo
  • Adobe InDesign
  • Structured query language SQL
  • Learning management system LMS
  • Llama (Meta)
  • Avid Technology Pinnacle Studio
  • Gemini for Education
  • Elucidat
  • Blackboard software
  • Qwen (Alibaba)
  • IBM Lotus 1-2-3
  • Nova (Amazon)
  • Google Classroom
  • Microsoft Visio
  • Microsoft Word
  • Microsoft Office software
  • SeaMonkey
  • Moodle
  • Schoology
  • Cascading style sheets CSS
  • Microsoft Access
  • Articulate 360
  • Trivantis CourseMill
  • Cornerstone OnDemand Cornerstone Learning
  • Adobe After Effects
  • Edpuzzle
  • Apple Final Cut Pro
  • Sony Sound Forge
  • Webinar software
  • NotebookLM (Google)
  • Napkin AI
  • Microsoft Project
  • Blackboard Learn
  • Adobe FrameMaker
  • Grok (xAI)
  • Claude (Anthropic)
  • Articulate Rapid E-Learning Studio
  • MagicSchool AI
  • Worldwide Instructional Design System WIDS
  • Tablet computers
  • Digital paper
  • Digital camcorders
  • Digital cameras
  • Multimedia projection equipment
  • Multi-line telephone systems
  • Personal computers
  • Video cassette recorders VCR
  • Photocopying equipment
  • Laptop computers
  • Computer laser printers
  • Computer data input scanners
  • Smartphones
  • Interactive whiteboards
  • Overhead display projectors
  • Digital video disk DVD players
  • Desktop computers
  • MP3 players

Alternative Job Titles