How can you tell whether your algorithm is working right or not? (very vague one)
Senior Machine Learning Engineer Interview Questions
621 senior machine learning engineer interview questions shared by candidates
It was a takehome assignment.
Tell me about yourself & your career, interests, why Novo? Expected salary.
Technical round: 2SQL questions on joins and window function. Python related question: assign decimal numbers to bucket and write Precision, Recall program in numpy. Data Science : Method for training fraud detection model
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++?
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.
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