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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

  • Advise and teach students.

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

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

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

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

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

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

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

  • Define instructional, learning, or performance objectives.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Research and evaluate emerging instructional technologies or methods.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles