resume shortlisting and 2 rounds of tech interviews . Purpose: Assess domain knowledge, analytical reasoning, and project experience. Conducted by: Senior Analyst / Data Scientist / Product Manager What to expect: Discussion of your past projects (especially data-related or product analytics) Scenario-based questions like: “How would you measure the success of a new product feature?” “How do you detect fraud in transaction data?” “How would you clean and preprocess raw data?” Statistics / Probability: mean, median, variance, A/B testing, correlation vs causation Tools: SQL, Python, Tableau, Excel, Google Analytics, etc.