https://www.youngju.dev/blog 천천히 올바르게. AI Researcher & DevOps Engineer Youngju's tech blog. GPU/CUDA, LLM, MLOps, Kubernetes AI workloads, distributed training, and data engineering. ko fjvbn2003@gmail.com (Youngju Kim) fjvbn2003@gmail.com (Youngju Kim) Sat, 11 Jul 2026 00:00:00 GMT https://www.youngju.dev/blog/2026-07-11-forward-deployed-engineer-prep.en https://www.youngju.dev/blog/2026-07-11-forward-deployed-engineer-prep.en 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 AI companies like OpenAI and Anthropic hire FDEs to put their models onto customer infrastructure. For people preparing to become one, this post lays out what the role actually is (grounded in real sources) and the software knowledge that genuinely matters — Linux, networking, containers/Kubernetes, databases, API integration, data pipelines, debugging in unfamiliar environments, and security. It also gives an honest note on how an FDE differs from a pure SWE: breadth over depth, ambiguity, and constant client contact. Sat, 11 Jul 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) careerfdesoftware-engineeringpalantirsolutions-engineering https://www.youngju.dev/blog/2026-07-11-forward-deployed-engineer-prep.ja https://www.youngju.dev/blog/2026-07-11-forward-deployed-engineer-prep.ja Forward Deployed Engineer(FDE)はPalantirが生み出した職種で、エンジニアが顧客企業に直接入り込み、製品を彼らの実環境にデプロイ・統合する役割です。最近はOpenAIやAnthropicといったAI企業が、自社モデルを顧客インフラに載せるためにこの職種を大量に採用し、再び注目を集めています。この記事はFDEを目指す人のために、役割の実像(実際のソースに基づく)と本当に重要なソフトウェア知識 — Linux・ネットワーク・コンテナ/Kubernetes・データベース・API統合・データパイプライン・不慣れな環境でのデバッグ・セキュリティ — を整理しました。純粋なSWEと何が違うのか(深さより広さ、曖昧さ、顧客との接点)も正直に書いています。 Sat, 11 Jul 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) careerfdesoftware-engineeringpalantirsolutions-engineering https://www.youngju.dev/blog/2026-07-11-forward-deployed-engineer-prep https://www.youngju.dev/blog/2026-07-11-forward-deployed-engineer-prep Forward Deployed Engineer(FDE)는 Palantir이 만든 직군으로, 엔지니어가 고객사에 직접 들어가 제품을 그들의 실제 환경에 배포·통합하는 역할입니다. 최근 OpenAI·Anthropic 같은 AI 회사들이 자사 모델을 고객 인프라에 얹기 위해 이 직군을 대거 채용하며 다시 주목받고 있습니다. 이 글은 FDE를 준비하는 사람을 위해, 역할의 실체(실제 소스 기반)와 정말로 중요한 소프트웨어 지식 — 리눅스·네트워크·컨테이너/쿠버네티스·데이터베이스·API 통합·데이터 파이프라인·낯선 환경 디버깅·보안 — 을 정리했습니다. 순수 SWE와 무엇이 다른지(깊이보다 넓이, 모호함, 고객 접점)도 솔직하게 적었습니다. Sat, 11 Jul 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) careerfdesoftware-engineeringpalantirsolutions-engineering