Tag: #career
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 229 posts
Developer Personal Finance Complete Guide: Salary Negotiation, RSU/Options, 401k, Startup Equity, FIRE (2025)
The science of salary negotiation, RSU vs stock options, Korean ESOP tax law, 401k and retirement pensions, startup equity vesting and exit scenarios, FIRE (Financial Independence Retire Early) math, personal finance in
2026-04-15 · 17 min read #personal-finance#salary-negotiation#rsu#stock-option#startup-equityThe Developer Learning Complete Guide: New Languages, New Domains, Papers, Lifelong Learning, and AI Learning Partners (2025)
The science of adult learning (Benedict Carey, Barbara Oakley). Reading proficiency in a new language in 30 days. The 3-pass paper reading method (S. Keshav). Building a learning system with Zettelkasten and Obsidian. Co
2026-04-15 · 15 min read #learning#skill-acquisition#programming-language#papers#ai-learningDeveloper Health & Productivity Routine: Burnout Prevention, Exercise, Sleep, and Mindset Complete Guide
Complete guide to a healthy developer life! Burnout prevention (symptoms/causes/solutions), productivity routines (Pomodoro/Deep Work/morning routine), exercise (neck/wrist/back prevention), sleep optimization, mindset (
2026-03-25 · 23 min read #developer-health#productivity#routine#burnout#exerciseBlockchain & Web3 Developer Guide 2025
Ethereum/Solidity smart contracts, EVM, Layer 2, DeFi, Hardhat/Foundry, security, Web3 career
2026-03-24 · 19 min read #blockchain#web3#ethereum#solidity#smart-contractUAM (Urban Air Mobility) Complete Guide: Core Tech, Key Players, and Software Engineer Career Opportunities
A complete analysis of the UAM (Urban Air Mobility) industry from a software engineer perspective. eVTOL core technologies, key players like Joby/Lilium/Hyundai Supernal/Archer, autonomous flight SW/battery/navigation sy
2026-03-23 · 22 min read #uam#urban-air-mobility#evtol#joby#liliumTechnical Interview Complete Preparation Guide 2025: From Coding Test to System Design and Behavioral
The A to Z of technical interview prep! Resume writing, Coding tests (Blind 75), System Design (DDIA), Behavioral (STAR), to Offer Negotiation — a complete step-by-step guide. FAANG/Big Tech/AI startup interview process
2026-03-23 · 19 min read #interview#coding-test#system-design#behavioral#resumeSnowflake Data Engineer Career Guide: Mastering the Cloud Data Warehouse King
A complete analysis of the Snowflake Data Engineer role. Snowflake architecture (compute-storage separation), Snowpark, Cortex AI, Iceberg Tables, dbt integration, streaming (Snowpipe), cost optimization — 20 interview q
2026-03-23 · 24 min read #snowflake#data-engineering#data-warehouse#sql#dbtOpenAI AI Success Engineer (Seoul) Complete Guide: From Technical Leadership to Customer Value
Complete analysis of OpenAI AI Success Engineer Seoul JD. OpenAI API/SDK deep dive, RAG/embeddings/fine-tuning skills, enterprise customer success strategies, C-level communication, and program management — with 30 inter
2026-03-23 · 42 min read #openai#success-engineer#customer-success#technical-account-management#ai-deploymentAI Role Behavioral Interview Complete Guide: Turning Experience into Weapons with STAR
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#fdeSI Industry AI Transformation: Korean Tech Giants AX Strategy and Engineer Survival Guide
Korea's SI industry is pivoting from DX to AX (AI Transformation). Samsung SDS's exclusive OpenAI reselling and FabriX, LG CNS's IPO and AI coding platform, SK's AI data centers — essential skills and career strategies f
2026-03-23 · 24 min read #si#systems-integration#samsung-sds#lg-cns#skPalantir 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-handlingDeveloper Career Growth Roadmap: From Junior to Senior to Staff+ Engineer
Everything about developer career growth! Level-by-level roles from Junior to Senior to Staff to Principal, IC vs Manager track selection, concrete promotion strategies, tech leadership, salary negotiation, and when to c
2026-03-23 · 14 min read #career#senior-engineer#staff-engineer#tech-lead#engineering-managerOpenAI AI Deployment Engineer (Seoul) Complete Guide: Roadmap to Deploying GPT for the Enterprise
A complete analysis of the OpenAI Seoul AI Deployment Engineer JD. Deploying GPT to Fortune 500 companies — deep dive into Python, K8s, RAG, LangGraph, agentic workflows, model fine-tuning + 3-stage interview strategy +
2026-03-23 · 25 min read #openai#ai-deployment-engineer#python#kubernetes#ragAI Safety Engineer & Alignment Researcher Career Guide: The Fastest-Growing AI Role in 2025
AI Safety Engineer salaries have surged 45% since 2023, making it the fastest-growing AI role. From Anthropic's Constitutional AI to OpenAI's Superalignment to DeepMind's Scalable Oversight — this guide covers core resea
2026-03-23 · 26 min read #ai-safety#ai-alignment#responsible-ai#ai-ethics#careerGPU Software Engineer Complete Guide: From CUDA Architecture to vGPU/MIG, InfiniBand, and K8s GPU Scheduling — System Optimization Mastery
A complete analysis of the LG Uplus GPU Software Engineer JD. From GPU compute architecture, memory hierarchy, CUDA programming, vGPU/MIG virtualization, InfiniBand/RDMA networking, K8s GPU Device Plugin, to large-scale
2026-03-23 · 50 min read #gpu#cuda#system-software#virtualization#vgpuCohere 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-infrastructure2025 AI Job Roles Complete Map: Every AI Position from Frontier Labs to Enterprise SI
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-safetyAI Consulting Career Guide: Working as an AI Expert at McKinsey, BCG, Deloitte, Accenture
Complete analysis of AI consulting roles at Big 4 (Deloitte/EY/PwC/KPMG) and MBB (McKinsey/BCG/Bain). BCG $2.7B AI revenue, Accenture 77,000 AI hires, McKinsey QuantumBlack — AI consultant roles, required skills, compens
2026-03-23 · 20 min read #ai-consulting#mckinsey#bcg#deloitte#accentureVector Database Engineer Career Guide: Pinecone vs Weaviate vs Milvus Complete Comparison for the RAG Era
Complete analysis of Vector Database, the core infrastructure of the RAG era. Architecture, performance, and pricing comparison of 6 major vector DBs: Pinecone, Weaviate, Milvus, Qdrant, pgvector, and Chroma. Embedding m
2026-03-23 · 30 min read #vector-database#pinecone#weaviate#milvus#qdrantScale AI and the World of Data Labeling: Complete Guide to AI Training Data Industry and Careers
A comprehensive analysis of the AI training data industry led by Scale AI ($14B valuation). Covering data labeling principles, RLHF data pipelines, Scale AI vs Labelbox vs Snorkel comparison, data quality management, aut
2026-03-23 · 20 min read #scale-ai#data-labeling#annotation#rlhf#ai-training-data