The role Palantir invented and the AI labs now hire for aggressively: engineers who embed with a customer, find the real problem, and ship production software inside someone else's environment. The engagement lifecycle, discovery, scoping, rapid prototyping with evals, messy data integration, locked-down deployment environments, and the craft of turning bespoke work into product.
What a forward deployed engineer actually does, where the role came from, and how it differs from the four jobs it keeps getting confused with.
The five phases of a real engagement, the exit criteria between them, and the named failure mode waiting inside each phase.
The stated problem is rarely the real one. How to land inside a customer organisation, map its people and its data, and locate the workflow where value can appear first.
Turning a fuzzy mandate into one specific workflow with an owner, a number, and a deadline. Why the first shipped thing matters more than the roadmap.
Building the first working thing on a customer's problem: the evaluation harness that comes first, the synthetic data that unblocks you, and the demo discipline that keeps trust alive.
Enterprise data as it actually is: five systems, three meanings per field, and a schema that lives in someone's head. The integration patterns that survive it.
SaaS, customer VPC, on-premises, and air-gapped. How each constraint changes your architecture, your release process, and your week.
The six failures that find every deployment, the hardening that neutralises each one, and how to schedule unglamorous work nobody asked for.
Real users, weekly numbers, and the first incident on somebody else's infrastructure. The validation phase, run so it actually validates.
The discipline that separates an FDE organisation from a consulting firm: turning one customer's bespoke work into every customer's feature.
Translating between executives and operators, running meetings worth having, and protecting the calendar that protects the build.
Who hires for the role, how the interview loop actually works, what to build before applying, and six scenario drills to test your instincts against the whole track.
120 questions across 12 modules — check how well you understood this track.