1. Walk me through your experience? What projects did you work on? Hold on, let me interrupt you before you finish your first sentence.
Senior Machine Learning Engineer Interview Questions
620 senior machine learning engineer interview questions shared by candidates
Leetcode non-ML questions about strings. In fact, there were no ML coding questions.
NLP questions. ML related to cloud.
Questions related to infrastructure, deployment, ML development process, team collaboration, ...
Behavioral questions, like tell me about something you build or a conflict in a workplace.
how to get bell curve from binomial distribution
What did you do in your previous job? What tools did you use? Did you process large datasets? Do you write code and how do you ensure clean code practices? What are your MLOps capabilities? What problems did your solutions have in your previous work and how did you fix them? They also asked classic ML questions: When is classical machine learning better than deep neural networks? What is boosting, bagging, XGBoost, random forest, and decision trees in general?
Could you please descrive the challenges you had during your recent projects and how you solved them?
Three take home coding challenges.
Design a CVR prediction model
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