AI Engineer — Cheat Sheet
Career Roadmaps · 5 topics. Download the PDF or the Instagram carousel and share it.
Cheat Sheet · AiCanCode.org
AI Engineer
Career Roadmaps5 topicsQuick revision reference
1
Stage 1 · Foundations
- ✓Python A–Z — 4 wks
- ✓APIs & HTTP — 1 wk
- ✓SQL for AI — 1 wk
- ✓Git & Version Control — 1 wk
2
Stage 2 · LLM Fundamentals
- ✓How AI Works — 1 wk
- ✓How ChatGPT Works — 1 wk
- ✓Neural Networks — 1 wk
- ✓Prompt Engineering — 1 wk
3
Stage 3 · AI Engineering
- ✓RAG Architecture — 1 wk
- ✓AI Agents & Tool Use — 1 wk
- ✓Vector Databases — 1 wk
- ✓LangGraph & MCP — 2 wks
4
Stage 4 · Production AI
- ✓LLM Inference & Serving — 1 wk
- ✓AI Deployment & Cost — 2 wks
- ✓AI Security — 1 wk
- ✓AI SaaS Project — 4 wks
5
Stage 5 · Interview Ready
- ✓Study with Aria — ongoing
- ✓Mock Interview — 2 wks
- ✓AI Dev Tools — 1 wk
- ✓Interview Readiness — 1 wk
Learn this free with Aria, your AI tutor → AiCanCode.org/learn/roadmaps