Tag: #career
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 229 posts
Mastering 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#careerDatabricks AI Engineer (FDE) Complete Guide: Spark, Unity Catalog, RAG to Customer Deployment
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-catalogAI Agent Engineer Career Guide: The Hottest AI Role of 2025
AI Agent Engineer is the fastest-growing AI role in 2025 ($47B market projection). LangGraph, CrewAI, AutoGen, Swarm, Claude Agent SDK — framework comparison, design patterns, evaluation methods, interview prep, and lear
2026-03-23 · 25 min read #ai-agent#langchain#langgraph#crewai#autogenDeveloper Burnout Survival Guide: What Matters More Than Code in the AI Era
83% of developers experience burnout while AI threatens their livelihoods. From the science of burnout to recovery strategies, team culture fixes, and the mindset shift needed in the AI era — the most important post that
2026-03-22 · 27 min read #burnout#mental-health#developer#ai-era#productivityAI Job Replacement Reality Check: What Gets Automated, What Doesn't, and Where Developers Are Headed
WEF: 85M displaced vs 97M new (+12M net). McKinsey: 30% of tasks automated by 2030. Goldman Sachs: 300M jobs affected. Customer service 80% automated, 77% of AI jobs require master's degree — a data-driven map of AI-era
2026-03-22 · 27 min read #ai#jobs#future#career#developerSystem Design Interview 2025: Top 30 FAANG Questions and the New AI/ML Design Round
70%+ of senior candidates face system design rounds. 80% of questions focus on 20% of core concepts. Complete guide covering 2025 new AI/ML system design questions, real-time systems (18/30 problems), and the 45-minute f
2026-03-22 · 23 min read #system-design#interview#faang#architecture#scalabilityVibe Coding: Collins Word of the Year, AI Programming Revolution, and What It Means for Developers
Coined by Andrej Karpathy, crowned Collins Word of the Year 2025. Vibe Coding is reshaping how we write software. Cursor vs Claude Code vs Copilot comparison, survival strategies for professional developers, and the futu
2026-03-22 · 19 min read #vibe-coding#ai#cursor#claude-code#copilotRust in 2025: 45.5% Adoption, TIOBE #13, Linux Kernel — Should Your Team Learn Rust?
Rust organizational adoption hits 45.5% (+17.6% YoY), commercial use grew 68.75%, TIOBE all-time high at 13. Rust is becoming essential in Linux kernel, Android, and cloud infrastructure. Covering learning curve, real-wo
2026-03-22 · 20 min read #rust#programming#systems#linux-kernel#webassemblyInterest Rates & Bonds Complete Guide for Developers: Fed 3.5%, BOK 2.5%, BOJ 0.75% Era Asset Strategy
Fed 3.5%, BOK 2.5%, BOJ 0.75% — a complete dissection of how interest rates impact tech salaries, stock compensation, real estate, and startup funding. From bond basics, yield curves, duration, Bond ETFs, I-Bonds, TIPS,
2026-03-22 · 25 min read #finance#bonds#interest-rates#investment#401kToss Bank ML Engineer (MLOps) Complete Guide: From MLFlow to LLM Platform — Tech Stack Deep Dive
Complete analysis of Toss Bank ML Platform Team MLOps Engineer JD. Deep dive into MLFlow, Airflow, JupyterHub, Kubeflow, Triton Inference Server, ScyllaDB Feature Store, and LLM platform — with 30 interview questions and
2026-03-21 · 38 min read #mlops#ml-platform#tossbank#kubernetes#mlflowThe Definitive 2025 Developer Study Guide: Tech Stack Roadmaps, Free Resources, and Interview Prep for Every Position
A comprehensive, data-driven study guide covering every tech stack in modern JDs — from algorithms and system design to AI/ML, DevOps, and data engineering. Includes curated free/paid resources, certification prep, and p
2026-03-21 · 38 min read #study-guide#career#learning-resources#coding-test#system-designToss Bank ML Backend Engineer Study Guide: Server Architecture, ML Serving, and Career Roadmap
Complete analysis of Toss Bank ML Service Team JD. Server architecture design, large-scale traffic handling, AI model serving on K8s, MSA distributed tracing — with a 6-month study roadmap and interview preparation.
2026-03-21 · 34 min read #ml-engineering#backend#tossbank#kubernetes#python2025-2026 IT Job Market Deep Dive: Tech Stacks, Salaries, and Interview Strategies from FAANG to Korean Big Tech
A data-driven analysis of the 2025-2026 IT hiring landscape — from FAANG and AI-native startups to Korean tech giants like Naver, Kakao, Coupang, and Toss. Covers in-demand tech stacks, salary benchmarks, certifications,
2026-03-21 · 27 min read #career#job-market#tech-stack#interview#salaryToss Bank Data Engineer (Kafka & Streaming) Study Guide: Tech Stack, Interview Prep, and 6-Month Roadmap
Complete analysis of Toss Bank Real-Time Data team JD. Master Kafka Broker operations, Spring Boot Kafka Client, Active-Active replication, CDC with Debezium, Flink stream processing, and ClickHouse analytics — with a 6-
2026-03-21 · 29 min read #kafka#data-engineering#tossbank#streaming#flinkJapan IT Industry Subcontracting Structure: SIer, SES, and the Pyramid System Explained
A deep dive into Japan unique multi-layered subcontracting (tajuu-shitauke) pyramid structure, the reality of SIer and SES business models, market size, and why Japan remains SI-centric.
2026-03-19 · 10 min read #japan#it#sier#ses#subcontractingJapan Major SI Companies Complete Analysis: NTT Data, Fujitsu, NEC, Hitachi, NRI Compared
Detailed analysis of major Japanese SI companies including NTT Data, Fujitsu, NEC, Hitachi, NRI, SCSK, and TIS - covering revenue, strengths, culture, and comparison with foreign-affiliated firms.
2026-03-19 · 10 min read #japan#it#sier#nttdata#fujitsuNegotiation Skills for Everyday Career Success
Negotiation isn't just for CEOs. From salary discussions to project timelines, you negotiate daily. Master Harvard's principles, tactical empathy, and BATNA thinking to advance your career.
2026-03-17 · 11 min read #soft-skills#negotiation#career#communication#2026-03Ikigai: Finding Purpose and Meaning at Work
Discover your Ikigai—your reason for being. Learn the Japanese philosophy where passion, skill, world need, and compensation intersect to create a meaningful career and a longer, more fulfilling life.
2026-03-17 · 6 min read #ikigai#purpose#career#meaning#2026-03The Professional Attitude: A Complete Guide to Work Ethics and Career Excellence
The real differences between professionals and amateurs, traits of trusted colleagues, the ownership mindset vs victim mentality, and how to sustain high performance without burning out — a complete guide to building the
2026-03-17 · 18 min read #professionalism#work-ethic#career#attitude#growthAI-Era Career Guide for Korean Engineers Learning Japanese: Working in Japan IT and Leveraging AI
An AI-era career guide for Korean IT engineers learning Japanese. Covers strategies for breaking into the Japanese IT job market, accelerating Japanese language learning with AI tools, and making the most of surging dema
2026-03-17 · 19 min read #career#japanese#ai-era#japan-it#language-learning