THE FDE FIELD MANUAL

Understand the role. Build the path honestly.

Grounded in official role material and traceable sources. Company processes and market data are dated, not treated as permanent truth.

What is a Forward Deployed Engineer?

A practical definition of the role, the work it owns, and why the title varies so much between companies.

The transition path for software, data, ML, solutions, and consulting backgrounds.

A more useful skills model than a flat list of frameworks and cloud logos.

Prepare for practical coding, deployment design, AI evaluation, and customer judgment—not only algorithms.

Both write production code. The difference is where constraints, ownership, and feedback come from.

Customer-facing does not mean identical: compare lifecycle stage, code ownership, quota, and handoff.

Titles, geography, seniority, equity, and quota make single-number salary claims misleading.

Sometimes the title hides pre-sales work. Use production ownership and lifecycle evidence to tell the difference.