In three tiers: - Project questions: Project questions (Based on your project) What algorithm could be used to fit data to memory when training logistic regression?
Senior Machine Learning Engineer Interview Questions
617 senior machine learning engineer interview questions shared by candidates
What is term frequency in tf-idf?
Asked me questions on detailed Sharding during system design interview,
Both techical screening and algorithms interview were Leetcode-style questions. I never saw exactly same problems on Leetcode, but very similar (Medium level)
Systems Design for how Rokt's product works (think how Amazon recommends products when you add something to your basket/look at a product).
If you get past the phone screen you will get a detailed, seemingly endless list of topics.
Design question - Improve your performance and reliability in a given data pipeline.
Questions on Custom Kmeans, GenAI, VectorDB, design, approach to solve the real time techincal problems, with scalability, etc.
What are your top 5 skills?
How to train a PCA algorithm
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