Forward Deployed Engineer Roadmap 2026
From programming foundations to running AI deployments with customers. Tick off skills as you go; your progress is saved in this browser.
Stages 6
Time 9–12 months
Updated Oct 2026
Your progress0 of 24 skills
Stage 01 · Weeks 1–8
0/4 Programming foundations
Get comfortable writing, reading and debugging code in the language most AI tooling uses.
What to learn
Tools
ProjectBuild a CLI tool that pulls data from a public dataset and writes a summary report.
Stage 02 · Weeks 9–14
0/4 APIs and integrations
Most FDE work is connecting a product to systems you did not build. Learn how services talk to each other.
What to learn
Tools
ProjectSync data between two SaaS APIs on a schedule, with retries and logging.
Stage 03 · Weeks 15–22
0/4 LLMs and retrieval
Use foundation models to answer questions over a customer’s own data, and measure whether the answers are good.
What to learn
Tools
ProjectA document Q&A assistant over a company handbook with an eval set of 50 questions.
Stage 04 · Weeks 23–30
0/4 Agents and tooling
Build systems where a model calls tools and takes multi-step actions, with guardrails to keep them safe.
What to learn
Tools
ProjectAn agent that triages support tickets, drafts replies and escalates edge cases to a human.
Stage 05 · Weeks 31–40
0/4 Cloud and deployment
Ship what you build into environments you do not control, and keep it running.
What to learn
Tools
ProjectDeploy your RAG assistant behind auth with CI, logs and a usage dashboard.
Stage 06 · Weeks 41–48
0/4 Working with customers
The skills that separate an FDE from other engineers: scoping, communicating and handing over.
What to learn
Tools
ProjectRun a mock two-week pilot: scoping doc, demo recording and a handover guide.