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Automation Risk Analysis

Will “Courseware Developer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #16 of 702. Estimated risk: 0.4%

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AI Exposure Risk

56%

“Courseware Developer” 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%

“Courseware Developer” 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.

  • 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.

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

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

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

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

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

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

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

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

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

  • Define instructional, learning, or performance objectives.

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

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles