Tag: #fde
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 19 posts
19 posts are tagged #fde; the most recent was published on 2026-08-12.
Often tagged together: #career 17 #forward-deployed-engineer 10 #interview 6 #2026-03 5 #palantir 5
Most read in the last 90 days:
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-searchThe Craft of a Forward Deployed Engineer: Requirement Archaeology, Domain Modeling, and Optimizing for Adoption
A previous post mapped the knowledge an FDE needs — Linux, networking, Kubernetes, databases, security. That map gets you in the door. It says nothing about what you actually do once you are inside a customer's building,
2026-07-15 · 10 min read #career#fde#solutions-engineering#software-engineering#palantirPreparing to Become a Forward Deployed Engineer: A Map of the Software Knowledge That Matters
A Forward Deployed Engineer (FDE) is a role Palantir invented: an engineer who embeds with a customer and deploys, integrates, and configures the product inside the client's real environment. The role is surging again as
2026-07-11 · 6 min read #career#fde#software-engineering#palantir#solutions-engineeringThe Forward Deployed Engineer (FDE), Fully Dissected — the Hottest Role in AI Right Now
As the finding that 95% of enterprise GenAI pilots show no measurable impact makes clear, AI's bottleneck today is deployment, not models. The role built to close that gap is the FDE — an engineer embedded in the custome
2026-07-07 · 8 min read #career#fde#ai#palantir#rolesWhat Is a Forward Deployed Engineer?
The role Palantir popularized and that AI companies like OpenAI and Anthropic have made hot again in their solutions orgs. A forward deployed engineer is embedded with the customer, blends software engineering, product,
2026-07-02 · 7 min read #career#engineering#fdeThe FDE Playbook: Winning With Throwaway Prototypes
How a forward deployed engineer flips the table by shipping a working demo on the customer real data in days. Deliberate, disposable tech debt; the spike that de-risks; when to hardcode; getting to the aha moment fast; m
2026-06-30 · 8 min read #engineering#prototyping#fdeFrom Bespoke to Platform: Productizing FDE Work
The feedback loop between the forward deployed engineer (FDE) and product. Spotting the same pattern across N customers, extracting a config and an abstraction, and using the rule of three to know when NOT to generalize.
2026-06-24 · 8 min read #product#engineering#fdeAI Role Behavioral Interview Complete Guide: Turning Experience into Weapons with STAR ♪ Listenable
Master behavioral questions in AI role interviews. STAR framework, Amazon LP mapping, 30 scenario answers, 50 Korean-English expression pairs, company-specific tips for Google, Meta, Anthropic, Amazon.
2026-03-23 · 29 min read #interview#behavioral#star-method#ai-careers#fdePalantir FDE (Forward Deployed Engineer) Complete Guide: Role, Skills, and Customer Handling Strategies ♪ Listenable
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-handling2025 AI Job Roles Complete Map: Every AI Position from Frontier Labs to Enterprise SI ♪ Listenable
Complete anatomy of the 2025 AI job ecosystem. OpenAI/Anthropic/DeepMind hiring trends, FDE demand up 800%, AI Safety Engineer salaries up 45%, Context Engineer emerges — 15 AI roles with skills, salaries, and career roa
2026-03-23 · 43 min read #ai-careers#job-market#fde#mlops#ai-safetyMastering FDE Interviews: 50 Power Phrases and STAR Framework for Technical Customer-Facing Roles ♪ Listenable
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#careerDatabricks AI Engineer (FDE) Complete Guide: Spark, Unity Catalog, RAG to Customer Deployment ♪ Listenable
A complete analysis of the Databricks AI Engineer (FDE) JD. From Spark/Delta Lake/Unity Catalog tech stack, Lakehouse architecture, RAG pipeline construction, to customer deployment skills — 25 interview questions and an
2026-03-23 · 34 min read #databricks#fde#spark#delta-lake#unity-catalog