It was a fair and structured interview, focusing on SQL, ML fundamentals (boosting, imbalance), and business cases like fraud detection. They prioritize logical thinking through puzzles and guesstimates over complex coding.

Structured, analytical, and conversational interview emphasizing problem-solving, data intuition, stakeholder communication, ethical judgment, business impact, clear reasoning, collaborative mindset, behavioral depth, technical rigor, real-world cases, and thoughtful follow-up questions discussion.