I conducted many ML interviews as a lead MLE in a remote startup and attended some calls as a candidate. If you want to become an ML Engineer, follow these resources by @chipro. Overall interview prep

I conducted many ML interviews as a lead MLE in a remote startup and attended some calls as a candidate. If you want to become an ML Engineer, follow these resources by @chipro. Overall interview prep: You must read the two books by the same author for fundamentals in classic ML and Gen AI. From my experience: - Prepare ML system design in depth - Arrays, strings, two pointers, sliding window, basics of trees and linked lists - Explain project lifecycle and trade-offs - Research the company's ML team and product For mid-senior level: - MLOps intermediate questions - Distributed systems for ML - User-centric scenarios for ML system behavior You have to explain what you know and how you can solve problems in ML interviews. Clarity matters more than textbook answers.