Learning Path
Forward Deployed Engineer
The full core: systems, design, delivery, stories and mock interviews.
For: Forward Deployed Engineer candidate. Mixed background, interview in two to eight weeks.
About 169 hours of required and recommended study · 39 required, 5 optional, 6 later
Ready When
- Every required module completed: lessons read and confidence rated 3 or more.
- Two full technical worksheets answered inside 45 minutes each.
- Four timed mock interviews scored on the rubric, with no dimension below 3.
- Eight to twelve stories in your story bank, each told aloud in under three minutes.
When to Skip
Any module you can explain without notes and rate 4 or more for confidence.
Modules, Track by Track
Work through the tracks in this order. Each module shows its flag on this path and your status.
- Required
- Study this module; the path assumes it.
- Recommended
- Study it if you have time; it strengthens the core.
- Optional
- Fill a gap only if you need it.
- Later
- Part of this path once it is written; it has no lessons yet.
- Skip
- Not part of this path.
T0Orientation
- Flag: Required
- Flag: Required
- Flag: Required
T1Engineering Foundations for AI
- Flag: LaterOn hold
- Flag: OptionalPartly ready
- Flag: LaterComing soon
- Flag: OptionalPartly ready
- Flag: Optional
- Flag: LaterComing soon
T2LLM and Retrieval Fundamentals
- Flag: RequiredPartly ready
- Flag: Required
- Flag: Required
- Flag: Required
- Flag: Required
- Flag: LaterComing soon
T3Agentic Systems
- Flag: Required
- Flag: RequiredPartly ready
- Flag: Required
- T3.4Memory and stateFlag: Required
- Flag: Required
- Flag: Required
- Flag: Required
T4Production AI Systems
- Flag: Required
- Flag: Required
- Flag: Required
- Flag: Required
- Flag: Required
- Flag: Required
- Flag: Required
- Flag: RequiredPartly ready
T5AI Systems Design
- Flag: Required
- Flag: Required
- Flag: Required
- Flag: Required
- T5.5Scenario libraryFlag: Required
T6Forward Deployed Engineering
- Flag: Required
- Flag: Required
- Flag: Required
- T6.4Judgement casesFlag: Required
- Flag: RequiredPartly ready
- Flag: RequiredPartly ready
T7Communication and Behavioural
- Flag: Required
- Flag: Required
Interview Practice and Revision
- Flag: Required
- Flag: Required
- Flag: Required
- Flag: LaterOn hold
- Flag: LaterOn hold
T8Capstone and Portfolio
- T8.1Capstone buildFlag: OptionalPartly ready
- Flag: OptionalPartly ready
Loop Variants
- Forward Deployed Engineer: Frontier Lab Loop: The Forward Deployed Engineer path for loops with a coding round and a take-home build of 3 to 5 hours, with customer delivery and evaluation required.
Not the right fit? Compare all paths or take the diagnostic.