Job Readiness
Your final week. Polish your portfolio, prepare for interviews, understand the EdTech landscape, and get ready to launch your career as an AI education engineer. This is where preparation meets opportunity.
Weekly Roadmap
Five days of intensive career preparation. Each day focuses on a different pillar of job readiness.
Portfolio Presentation Workshop
Learning Objectives
- Curate your 3 portfolio projects into a cohesive narrative
- Write compelling project descriptions that highlight impact
- Build a professional portfolio website (or enhance your GitHub profile)
- Record polished demo videos for each project
- Learn the STAR method for describing project work in interviews
Activities
- ▸Workshop: Write your portfolio 'About Me' and project summaries
- ▸Lab: Build/deploy your personal portfolio site with project showcases
- ▸Exercise: Practice the 2-minute project pitch for each portfolio piece
- ▸Peer review: Give and receive feedback on each other's portfolios
EdTech Industry Overview
Learning Objectives
- Map the EdTech landscape: key players, segments, and trends
- Understand the difference between K-12, higher ed, corporate training, and consumer EdTech
- Identify the hottest areas: AI tutoring, assessment tech, content creation tools
- Learn what EdTech companies look for when hiring AI engineers
- Discover job titles and career paths in AI + Education
Activities
- ▸Guest speaker: EdTech hiring manager or CTO (live or recorded)
- ▸Research exercise: Pick 5 EdTech companies and analyze their products
- ▸Group activity: Map the EdTech ecosystem on a whiteboard
- ▸Discussion: Where does your unique teacher background give you an edge?
EdTech Market Map
K-12
Khan Academy, Duolingo, IXL, Newsela, ClassDojo
Growth: HighHigher Ed
Coursera, 2U, Instructure, Anthology
Growth: ModerateCorporate
Udemy Business, Degreed, Docebo, Cornerstone
Growth: Very HighAI-Native
Khanmigo, Synthesis, Elsa, Photomath, Quizlet AI
Growth: ExplosiveTechnical Interview Preparation
Learning Objectives
- Understand the typical EdTech interview process (phone → technical → onsite)
- Practice common Python and JavaScript coding challenges
- Prepare for system design questions specific to EdTech
- Learn to whiteboard AI/ML system architectures
- Handle 'build a feature' take-home challenges effectively
Activities
- ▸Mock interview: Technical screen with Python/JS coding problems
- ▸System design practice: 'Design an adaptive quiz platform'
- ▸Pair exercise: Take turns interviewing each other
- ▸Workshop: How to talk about AI/ML concepts without jargon overload
Common Technical Interview Questions
How would you design an AI tutoring system that adapts to student performance?
Hint: Talk about student modeling, knowledge tracing, and how you'd use LLMs with structured data
Explain how you'd build a quiz generator that produces pedagogically sound questions.
Hint: Reference Bloom's Taxonomy, prompt engineering techniques, and quality validation
How do you handle hallucinations in AI-generated educational content?
Hint: Discuss validation pipelines, human-in-the-loop review, and content grounding techniques
Walk me through the architecture of a full-stack AI education application.
Hint: Draw the client → API → LLM → DB flow, discuss caching, rate limiting, and error handling
How would you measure whether an AI tutor is actually helping students learn?
Hint: Talk about pre/post assessments, time-on-task, mastery progression rates, and A/B testing
Resume Workshop & LinkedIn Optimization
Learning Objectives
- Translate teaching experience into tech-relevant resume bullets
- Write a compelling professional summary for AI/EdTech roles
- Structure your resume for ATS (Applicant Tracking System) compatibility
- Optimize your LinkedIn profile for EdTech recruiter searches
- Build a GitHub profile README that showcases your portfolio
Activities
- ▸Workshop: Rewrite your top 5 teaching achievements as tech bullets
- ▸Lab: Build your resume using the ClassForge template
- ▸Exercise: Optimize your LinkedIn headline, about, and experience
- ▸Peer review: Swap resumes and provide constructive feedback
Teaching → Tech: Translation Examples
Taught 7th grade math to 150 students across 5 periods
Managed concurrent delivery of differentiated content to 150+ users across 5 sessions, optimizing engagement and learning outcomes
Created lesson plans and assessments for state standards
Designed structured content pipelines aligned to external requirements, including automated assessment generation and quality validation
Used data from tests to identify struggling students
Implemented data-driven performance analytics to identify at-risk users and personalize intervention strategies, improving outcomes by 20%
Behavioral Interviews & Graduation
Learning Objectives
- Master the STAR method for behavioral interview answers
- Prepare answers for the 10 most common behavioral questions
- Learn to frame your career transition as a strength, not a weakness
- Practice salary negotiation basics for your first tech role
- Create your 30-60-90 day plan for starting a new role
Activities
- ▸Mock interview: Full behavioral interview with feedback
- ▸Workshop: Frame your 'why I left teaching' story positively
- ▸Exercise: Write your STAR answers for top 10 questions
- ▸🎓 Graduation ceremony: Celebrate your achievement!
Top 10 Behavioral Interview Questions
Your Post-Bootcamp Action Plan
A structured 30-day plan for your job search after graduation.
Week 1-2: Foundation
- Finalize portfolio website and ensure all projects are deployed and working
- Complete resume using ClassForge template — get 3 peers to review it
- Optimize LinkedIn: Professional photo, custom URL, keyword-rich headline
- Set up job alerts on LinkedIn, Indeed, Wellfound, and EdSurge Jobs
- Apply to 5 roles per day (25 total by end of week 2)
Week 3: Outreach
- Reach out to 10 EdTech companies directly (find engineering leads on LinkedIn)
- Attend 2 EdTech meetups or virtual events (EdTechX, ASU+GSV, ISTE communities)
- Write a blog post about one of your portfolio projects (publish on Medium/Dev.to)
- Ask 3 ClassForge alumni for referrals at their companies
- Continue applying: aim for 5 new applications per day
Week 4: Interview Sprint
- Schedule and prepare for interviews (research each company thoroughly)
- Do 2 mock interviews with ClassForge peers or mentors
- Send thank-you notes within 24 hours of every interview
- Negotiate offers using the salary research from Day 4
- Accept your first EdTech role! 🎉
Target Job Titles
Ready to Build Your Materials?
Access all career-prep templates: resume template, portfolio site guide, interview Q&A bank, and LinkedIn worksheet.
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