Tag: #interview
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 37 posts
2025 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#accentureOS Core Concepts Complete Guide: Everything About Operating Systems for Developer Interviews
A complete guide to OS core concepts frequently asked in developer interviews, with practical code examples. Process vs Thread, Virtual Memory and Page Faults, CPU Scheduling (CFS), Synchronization (Mutex/Semaphore/Spinl
2026-03-23 · 28 min read #operating-system#process#thread#memory#virtual-memoryMastering 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-catalogCoding Interview Pattern Mastery: 15 Algorithm Patterns + 75 Problems Roadmap for FAANG 2025
Master 15 essential algorithm patterns for FAANG coding interviews. From Two Pointers, Sliding Window, BFS/DFS to Dynamic Programming, Graphs, and Tries — a curated 75-problem roadmap based on NeetCode 150 with Python/Ja
2026-03-23 · 32 min read #algorithm#coding-test#interview#leetcode#data-structureAI 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#autogenSystem 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#scalabilityToss 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#mlflowToss 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#flinkComplete Guide to Japan IT Job Interviews: Japanese Interview Preparation for Korean Engineers
A guide for Korean engineers to thoroughly prepare for Japanese IT company interviews. Covers Japanese expressions for each interview stage from first round to final, technical interview preparation, writing the Shokumu
2026-03-17 · 20 min read #japanese#japan-career#interview#it-job#language-learningSystem Design Interview English Expressions: From Architecture Explanation to Trade-off Discussion
Master English expressions for system design interviews covering architecture explanation and trade-off discussions.
2026-03-14 · 29 min read #english#system-design#interview#technical-englishComplete Guide to Japanese IT Resume & Interview Preparation: From Shokumu Keirekisho to Technical Interviews
A comprehensive guide to Japanese IT industry job hunting and career transitions. Covers resume writing (Rirekisho and Shokumu Keirekisho), technical interview questions with model answers, salary negotiation phrases, an
2026-03-10 · 21 min read #japanese#interview#resume#career#business-japaneseComplete Guide to Japanese IT Company Technical Interviews — Question Patterns and Japanese Response Expressions
A guide to frequently asked question patterns and Japanese response expressions in Japanese IT company technical interviews. Covers self-introduction, technical experience descriptions, motivation for applying, and rever
2026-03-03 · 17 min read #japanese#interview#it-career#business-japanese#2026-03The Complete Business English Guide for IT Companies: From Emails to Incident Response
A comprehensive collection of business English expressions you can use immediately at global IT companies. Covering emails, meetings, Slack, code reviews, incident response, and interviews — a practical English communica
2026-03-01 · 68 min read #english#business-english#it-company#communication#career