Technology Learning Roadmap
A comprehensive visual guide from foundational skills to advanced specializations.
Foundation
Frontend
Backend
Database
DevOps
AI / ML
About this roadmap
This graph represents the optimal path for acquiring highly valued skills based on our market intelligence. Start with the foundations (Git, Linux, Data Structures) before branching into a specialization. Notice how Python serves as a gateway to both Backend Engineering and AI/ML paths, making it one of the highest ROI starting points.