They just ask where you want to go, the languages you are familiar with. More technical questions on the skills interview, just trying to know how knowledgeable you are on ML techniques.
Machine Learning Data Scientist Interview Questions
467 machine learning data scientist interview questions shared by candidates
How would you implement multi-arm bandits in the context of hotel recommendations?
What metrics would you use for a ranking algorithm
Talk about the Bias-variance trade-off
How would you build a recommender system for the Expedia webpage
Apart from questions about the past work the main focus in the interviews was about how to solve different bussiness problems with machine learning. I recommend to spend enough time on searching the information about the problems which Booking.com solves using machine learning during a preparation to an interview.
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