OUTCOME
Explain the full deployment arc, its trade-offs, and where your current skills fit.
SHIP
Personal gap map and study route
PASS WHEN
Explain who defines “correct” in an FDE engagement and what success looks like after handoff.
COLLEGE TO CUSTOMER OUTCOME
Forward Deployed Engineer Roadmap:
College to Job.
Not a reading list. A route from where you are now to the engineering, AI, customer judgment and interview evidence the role demands.
0/7phases shipped0/2scored gates passed0/9capstone artifacts0/6mock rounds
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THE HONEST START
FDE is rarely an entry-level skill set. You can still start building it now.
Many employers hire for production judgment associated with experienced engineers. That does not mean “wait two years.” It means your route must build the missing evidence instead of pretending the title has no prerequisites.
College learners begin with engineering foundations. Experienced builders skip them. Both converge on the same standard: ship for a real user, measure correctness, handle failure and explain the outcome.
YOUR ROUTE
Start where your evidence starts.
Pick the card that sounds like you. Every estimate on this page updates to match.
WEEKLY STUDY PLAN
Choose a pace you can sustain.
Estimates include lessons, practice and project work. Shipping evidence matters more than racing through links.
Pick a route to see your planOr compare all three at this pace:
THE CURRICULUM
Every phase ends in evidence.
Open a phase for its outcome, what to ship and the resources. Mark it shipped once the artifact exists.
OUTCOME
Build, test and deploy an API-backed application using Git, HTTP and a relational database.
SHIP
Deployed API and data-ingestion service
PASS WHEN
Build and debug a small service, then explain every dependency and failure path.
LearnNew-grad engineering foundation route↗PracticeGit and GitHub internals↗PracticeSQL foundations↗LearnHTTP and API design↗BuildBuild an API pagination collector↗
SCORED GATEEngineering foundations gate5 questions + 3 project evidence checks
OUTCOME
Integrate unreliable systems and operate the result under real failure conditions.
SHIP
Reliable webhook/data pipeline with runbook
PASS WHEN
Defend the architecture and recover it from an injected outage without losing or duplicating data.
LearnCustomer integration patterns↗PracticeIntegration reliability lab↗BuildWebhook signature verification↗BuildIdempotency key handler↗GateCustomer data integration design↗
SCORED GATEProduction systems gate5 questions + 3 project evidence checks
OUTCOME
Build a secure AI workflow with tools, retrieval and a calibrated evaluation gate.
SHIP
AI workflow, golden set and CI eval report
PASS WHEN
Show human agreement, failure categories, threshold choice and a regression caught before release.
OUTCOME
Scope, secure, demonstrate, roll out and prove value for a customer deployment.
SHIP
Scope, stakeholder map, security response and executive readout
PASS WHEN
Pass a scenario containing a scope change, security blocker, failed demo and skeptical executive.
OUTCOME
Deliver a coherent engagement and defend both the engineering and customer outcome.
SHIP
Nine-artifact public portfolio case study
PASS WHEN
Technical review, customer-outcome review and a recorded ten-minute defense.
OUTCOME
Present your work clearly and perform across coding, decomposition, systems and client scenarios.
SHIP
Targeted portfolio, story bank and mock-loop report
PASS WHEN
Pass a complete mock loop and close every red area in the readiness rubric.
THE PORTFOLIO STANDARD
One messy customer beats ten polished clones.
The capstone follows an insurance-claims team from an ambiguous ask to a measurable, handed-off deployment.
Open the capstone workspace →- Discovery notes and stakeholder map
- Problem statement, success metric and scope
- Architecture decision and threat model
- Working deployed integration
- Golden dataset, eval report and CI gate
- Incident drill and postmortem
- ROI review and adoption evidence
- Handoff runbook and demo video
- Generalisation memo