D: Design a typical machine learning system, from data gathering to deployment and monitoring.
Senior Machine Learning Engineer Interview Questions
615 senior machine learning engineer interview questions shared by candidates
ML system design and Explanation of 1 recent project
1. Build a FastAPI app that validates json (went over this project in the panel interview where they ask about design choice and trade offs) 2. Coding interview - not super hard.
System design, data structures and algorithms
Explain docker networking in detail
A/B testing about new color of credit card
Relevant job experience to the role
NDA, cant' share any questions.
It's hard to recall right now, but in general previous experience questions and some basic ML theory. No coding part, no programming questions
The interview focused on ML fundamentals and evaluation metrics. We also went through a practical case related to face analysis and image generation
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