1. 30 mins Recruiter phone call About your experience and how it fits with the job responsibilities and does candidate possess necessary skills or not 2. Hiring Manager round around 50 mins Introductions, your resume discussions, behavioral questions, ML system design 3. Panel interview - I (1 hour) ML agorithms including statistical and deep learning, given a problem statement, what ML algorithm will you choose and why, what are the features and metrics you will consider 4. Panel Interview - II (1 hour) 30 mins SQL coding 2 questions 1 intermediate - involves joins 1 advanced - involves joins, subqueries and edge cases (making sure the data is in right format) 30 Mins MLOps interview CI/CD pipelines - must explain every minute detail Real time and batch processing - must explain every minute detail data distributions shift 5. ML system design - 45 mins comprehensive 6. Leadership interview
