Tag: #forward-deployed-engineer
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 13 posts
Translating "It Is Slow" into an Engineering Problem — FDE Customer Communication
Customers do not file bug reports. They file pain reports: "it is slow," "it does not work," "sometimes it acts strange." One of the core skills of a Forward Deployed Engineer (FDE) is the questioning technique that tran
2026-08-12 · 5 min read #career#fde#forward-deployed-engineer#communication#customer-successFrom Backend, DevOps, or Data Engineering to FDE — a Six-Month Transition Roadmap
Most people weighing a move into Forward Deployed Engineer (FDE) work start from one of three places: backend, DevOps/SRE, or data engineering. The good news is that whichever it is, you already hold about half of the FD
2026-08-12 · 5 min read #career#fde#forward-deployed-engineer#career-transition#roadmapWhat Is a Forward Deployed Engineer (FDE) — the Engineer Stationed at the Customer Site
Palantir invented the title, and now OpenAI and Anthropic are racing to hire for it: Forward Deployed Engineer, or FDE. This post pins down what the role actually is — an engineer whose coordinate system is the customer
2026-08-12 · 6 min read #career#fde#forward-deployed-engineer#ai#job-searchWhy PoCs Never Reach Production — Success Criteria, Security Review, Handover
A large share of PoCs that earn applause at the demo die quietly anyway — not for lack of technology, but because there were no success criteria, the security review started last, no champion existed, or the gap between
2026-08-12 · 6 min read #career#fde#forward-deployed-engineer#poc#productionThe FDE Incident Diagnosis Playbook — Six Steps from Access to Report
The decisive difference between an incident on your own service and one at a customer site is that the latter starts from knowing nothing. That is why a Forward Deployed Engineer (FDE) needs a fixed order before needing
2026-08-12 · 6 min read #career#fde#forward-deployed-engineer#incident-response#debuggingThe FDE Skill Map — Baselines, Working Levels, and Check Questions for 8 Domains
A map of the skills a Forward Deployed Engineer (FDE) actually needs, drawn across eight domains: Linux, networking, Kubernetes, databases, auth and security, observability, cloud and infrastructure, and customer communi
2026-08-12 · 6 min read #career#fde#forward-deployed-engineer#skills#roadmapThe First 90 Days as an FDE — Mapping, Solo Tickets, and a Led Mission
Onboarding as a Forward Deployed Engineer (FDE) means adapting to two unfamiliar environments at once — your own company and the customer site — which is why it needs more deliberate design than a regular engineering onb
2026-08-12 · 5 min read #career#fde#forward-deployed-engineer#onboarding#checklistFDE Interview Prep — Diagnosis Scenarios, Customer Simulations, Case Studies
A Forward Deployed Engineer (FDE) interview often replaces algorithm puzzles with incident-diagnosis scenarios on an unfamiliar system, and culture-fit questions with an angry-customer role play — because what it measure
2026-08-12 · 5 min read #career#fde#forward-deployed-engineer#interview#job-searchTurning a Customer Domain Into a Model — From Ubiquitous Language to Ontology
A customer's domain knowledge usually lives not in documents but as tacit knowledge inside people's heads. One core job of a Forward Deployed Engineer is turning that scattered tacit knowledge into an explicit model the
2026-07-15 · 11 min read #ontology#knowledge-graph#domain-driven-design#architecture#forward-deployed-engineerPalantir FDE (Forward Deployed Engineer) Complete Guide: Role, Skills, and Customer Handling Strategies
A complete dissection of Palantir Forward Deployed Engineer role. Covering Foundry/Gotham/AIP platform mastery, on-site deployment culture, technical skills (Python/SQL/data modeling), customer handling frameworks (HEARD
2026-03-23 · 37 min read #palantir#fde#forward-deployed-engineer#customer-success#customer-handlingCohere Forward Deployed Engineer Complete Guide: Roadmap to Becoming an AI Platform Deployment Specialist
A complete analysis of the Cohere Forward Deployed Engineer (Infrastructure Specialist) JD. From North AI platform deployment, Kubernetes/Helm, hybrid cloud, to enterprise security — tech stack deep dive, 25 interview qu
2026-03-23 · 35 min read #cohere#forward-deployed-engineer#kubernetes#helm#cloud-infrastructureMastering FDE Interviews: 50 Power Phrases and STAR Framework for Technical Customer-Facing Roles
Complete guide to articulating technical experience persuasively in FDE/Success Engineer interviews at OpenAI, Cohere, Palantir. STAR framework, 50 essential expressions, scenario-based answer templates, and common pitfa
2026-03-23 · 40 min read #interview#english#fde#forward-deployed-engineer#careerForward Deployed Engineer Career Guide: The fastest growing problem-solving engineer job in the AI era
The actual role of a Forward Deployed Engineer (FDE), differences from general software engineers/solution architects, required competencies, career growth path, and 90-day preparation roadmap are summarized based on the
2026-03-07 · 7 min read #ai-platform#forward-deployed-engineer#career#llm#enterprise-ai