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AI Engineer는 2023년 이후 가장 빠르게 형성되고 있는 역할이다. 주니어에서 프린시플까지 레벨별 기대치, 면접과 포트폴리오 전략, 국내와 글로벌 원격의 연봉 구조, 그리고 10년 뒤 AI Engineer가 어떻게 진화할지를 600줄로 정리한다.
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- Published on
LLM을 프로토타입에서 프로덕션으로 가져가는 여정은 Jupyter 노트북의 데모와 다르다. RAG 파이프라인 설계, eval harness 구축, fine-tuning 결정 트리, LLMOps 관측 가능성, Guardrails와 안전성, Prompt Caching과 비용 최적화까지 2025-2026년 AI 엔지니어의 현장 가이드를 500줄로 정리한다.- Published on
엔지니어가 L5 이후 정체되는 가장 큰 이유는 기술이 아니라 의사소통이다. 1:1 미팅의 과학, 피드백 프레임워크, 협상(Never Split the Difference·Getting to Yes), 갈등 해결(Crucial Conversations), 프레젠테이션, Active Listening, NVC, 리모트 커뮤니케이션까지 실전 가이드를 600줄로 정리한다.- Published on
엔지니어가 창업하는 과정은 기술 문제보다 사람·자본·시장 문제다. 아이디어 검증, MVP, 공동창업자 매칭, GTM, 시드와 시리즈 A 펀드레이징, 지분과 법무 기초, 한국과 미국 생태계 비교까지 실제 경험과 2025-2026년 트렌드를 600줄로 정리한다.- Published on
시니어·스태프 엔지니어가 더 크게 성장하지 못하는 진짜 이유는 기술력 부족이 아니라 영향력 설계의 부재다. 기술 글쓰기 2.0, 컨퍼런스 발표, 오픈소스 메인테이너 경험, 개인 브랜드, 멘토/멘티 네트워크까지 2025-2026년 실전 플레이북을 500줄로 정리한다.- Published on
코드는 생각의 언어이고, 엔지니어의 차별은 결국 결정의 질에서 온다. Charlie Munger의 lattice, 시스템 사고와 피드백 루프, Bayes 업데이트, First Principle, Kelly Criterion, 스토아 철학, 인지 편향 20선까지 엔지니어가 반복적으로 써야 할 50가지 멘탈 모델을 600줄로 정리한다.- Published on
엔지니어가 만드는 가장 큰 인생 리스크는 높은 소득을 잘못 관리하는 것이다. RSU와 스톡옵션 행사 전략, 83(b) 판단, ETF·부동산·코인 포트폴리오, FIRE 운동의 한국 현실, IRP·연금저축·401k, 이민·exit 후 자산 관리까지 600줄로 정리한다.- Published on
엔지니어링 매니저 전환은 승진이 아니라 직업 전환이다. IC vs EM 트랙 선택, EM 첫 90일, 채용·면접 프로세스, 해고라는 가장 어려운 대화, 성과 평가, 조직 재편, 기술 이해 유지, IC 복귀 경로, 한국 조직의 EM 현실까지 600줄로 정리한다.- Published on
Google Project Aristotle이 증명한 것은 팀 성과를 좌우하는 건 스타 개발자가 아니라 문화라는 사실이다. Psychological Safety, DevEx, Ritual 설계, Retrospective, 코드 리뷰 문화, 문서화, Inclusion, 하이브리드 팀까지 600줄로 정리한다.- Published on
GitHub Copilot 시작 이후 4년, Cursor와 Devin이 엔지니어 일상을 바꿨다. Junior 채용 데이터는 하락 중이고 Staff는 과열이다. 이 비대칭에서 시니어가 어떻게 살아남을지, Human Edge·도메인 피벗·Lifelong Learning·수입 다각화 전략을 600줄로 정리한다.- Published on
2025년은 Agent 원년이자 Physical AI 태동의 해였다. 2026년 이후 기술 지형을 LLM Next Wave, Agents 주류화, 로봇·Physical AI, BCI, 양자 컴퓨팅, AR 2.0, CRISPR·합성생물학, Space Compute, 에너지 전환, AI 거버넌스까지 — 엔지니어가 지금 준비해야 할 5가지 역량과 함께 완전 해부한다.