What are activation functions for? compare them and explain when each of them can/should be used? How does quantization work and why is that used? How do you implement it in Pytorch, etc. How do you define a customized layer in pytorch using C/C++?
Senior Machine Learning Engineer Interview Questions
614 senior machine learning engineer interview questions shared by candidates
Are you willing to relocate? Didn't get any further than that.
Describe your relevant project for this role from your work experience.
What's the most recent ML model that you designed & deployed?
Some coding questions, system design for a parking system (not even ML), some RAG, LORA, LLM stuff as well.
ML knowledge questions Application design with A/B test Typical culture fit questions.
Machine Learning fundamentals The intuition behind some ML algorithms Complete a Data architecture
Tell me about a difficult technical problem you solved
tell us about a large project and how it went
1. Hackerrank assessment - 3 coding questions related to string manipulation and sorting and 3 system design questions 2. Live coding round - 2 questions - sort a custom datastructure and fix a bug for a similar problem 3. System design - integrate a service with 3-4 different business components 4. Behavioural round - typical behavioural questions related to conflict management, project planning and leadership
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