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Roadmaps
Complete 9-12 month roadmaps for breaking into tech
Tech Career Roadmaps
Clear, actionable paths to break into tech within 12 months through structured self-study.
Prerequisites
Hardware
- MacBook (M2 or newer, 16GB RAM, 512GB storage)
- External monitor (recommended)
Environment
- Stable internet (50Mbps+)
- Quiet workspace for Deep Work
Daily Commitment
- 2-4 hours of focused work
- Consistent effort over intensity
- Pomodoro technique (50min work, 10min break)
Career Paths
Software Engineering
Build web applications and full-stack systems
AI/ML Engineering
Create AI-powered applications and systems
Software Engineering Path
Timeline & Cost
| Phase | Duration | Cost | Focus |
|---|---|---|---|
| Learning | 6 months | ~$1000 | Tooling and Courses |
| Job Search | 6 months | ~$1,500 | Career preparation |
| Total | 12 months | ~$2,500 | vs. $40k-100k for traditional degree |
Phase 1: Technical Learning (6 months)
Months 1-2: Frontend Development
- HTML/CSS/JavaScript fundamentals (Software Engineer Roadmap Step 1)
- ReactJS for user interfaces
- Web APIs and modern patterns
Months 3-6: Full-Stack & Backend
- NextJS framework (Software Engineer Roadmap Step 2)
- System Design Fundamentals, SQL, Linux fundamentals etc. (Software Engineer Roadmap Step 3)
- Building a real product with Titan
Phase 2: Job Search (6 months)
Months 7-12: Crushing Digital VIP Program
A comprehensive 24-week program providing:
| Benefits | VIP Experience |
|---|---|
| Cost | $1499 |
| Duration | 24 weeks |
| Lectures | ✓ |
| Resource Library | ✓ |
| Profile Reviews | ✓ |
| Group Mentorship | ✓ |
| 1:1 Coaching | ✓ |
| Job Offer Guarantee | ✓ |
| Money Back Guarantee | 14 days |
The program covers:
- Public profile optimisation (Github, LinkedIn, CV etc.)
- Interview tips
- Strategic job search
- Networking strategies
- Salary negotiation
- Lots of unique tips and tricks to get noticed by recruiters
David (@ Crushing Digital) also promises a full-refund if you don’t get a job offer within 6 months (and you’ve exerted all reasonable efforts on your end - You will need to provide regular check-ins and support).
AI/ML Engineering Path
Timeline & Cost
| Phase | Duration | Cost | Focus |
|---|---|---|---|
| Learning | 6 months | ~$1000 | Tooling and Courses |
| Job Search | 6 months | ~$1,500 | Career preparation |
| Total | 12 months | ~$2,500 | vs. $50k-120k for traditional degree |
Phase 1: Technical Learning (6 months)
Month 1-2: Python Foundations and Data Analysis
- Python programming (AI/ML Roadmap Step 1)
- Data analysis libraries (NumPy, Pandas)
- Data visualization
Months 2-4: Machine Learning
- MLExpert comprehensive training (AI/ML Roadmap Step 2)
- ML algorithms and model evaluation
- ML coding and design practice
Months 4-6: Production ML Systems
- ML School professional training (AI/ML Roadmap Step 3)
- MLOps and deployment
- End-to-end system building
- Building a real production ML System that solves a real problem
Phase 2: Job Search (6 months)
Months 7-12: Crushing Digital VIP Program
Same comprehensive program as the Software Engineering path, adapted for AI/ML roles.
Why This Works
Our approach is:
- Practical: Learn by building real projects
- Focused: Only what’s needed for job-readiness
- Current: Technologies companies use today
- Structured: First learn, then get hired
Support System
- Discord Community: 24/7 peer support
- Project Reviews: Expert feedback
- Office Hours: Weekly problem-solving
- Interview Prep: Mock interviews with professionals