Forward Deployed Engineer Roadmap: 16 Weeks, Week by Week

Zero to FDE is a 90-day roadmap that takes AIML graduates to Forward Deployed Engineer (FDE) roles: twelve core weeks plus an optional four-week enterprise track, with one real deliverable every week.

Each week is a short list of concrete tasks and exactly one deliverable. The deliverable is the point: it proves you did the week, and it becomes your portfolio. Do not start Week 2 with an unfinished Week 1; a half-built thing teaches you less than a small finished one.

Month 1: Foundations, engineer before agent

1. Week 1: Python and the engineering floor. Backend basics, not notebooks.
2. Week 2: How LLMs actually work. The mechanics, not the marketing.
3. Week 3: Retrieval, from first principles. RAG before you ever say the word RAG.
4. Week 4: The agent loop, by hand. Understand what frameworks abstract away.

Month 2: Agentic systems, frameworks, tools, evaluation

5. Week 5: LangGraph, properly. The current production standard for stateful agents.
6. Week 6: MCP and the tool ecosystem. Now assumed, not optional.
7. Week 7: Multi-agent systems and memory. Know when it earns its complexity.
8. Week 8: Evaluation, the actual differentiator. Where most candidates stop, and where you do not.

Month 3: Production, deployment, and getting hired

9. Week 9: Observability, cost, and guardrails. Proving to a security team the agent is safe.
10. Week 10: Real deployment. Off localhost, onto the internet.
11. Week 11: The portfolio and the niche. Go narrow, it is where the money actually is.
12. Week 12: Interview readiness sprint. You are not studying anymore, you are rehearsing.

Month 4 (optional): The enterprise and consulting track

13. Week 13: Data engineering, the bedrock a client audit needs. Untangle the mess before you build on it.
14. Week 14: Cloud architecture at client scale. You are deploying into someone else's environment, not your own.
15. Week 15: The consulting mindset. Solve the people problem so the technical solution can work.
16. Week 16: Case interview practice. Enterprise FDE interviews test judgment, not just code.

The full roadmap in the app adds each week's tasks and deliverable, free structured lessons, a map view with progress tracking, and 16 more skill roadmaps. New to the role? Start with what a Forward Deployed Engineer is.