KL divergence is a symmetric dissimilarity function between distributions?
Data Science Manager Interview Questions
329 data science manager interview questions shared by candidates
Why this company? Adyens Formula - memorize it Previous technical cases in similar contexts.
Why do you want to join our company?
Linear regression, problem solving analytics
Zero technical question. Current company's insider information. Salary negotiation.
How would you pick the "winner" of the A/B test?
How would you go about analyzing user engagement with a new feature and identifying areas for improvement?
Tell me something about yourself - describe yourself.
How do you tell clients that you need more data?
Tech screen / SQL - Find the top 10 users with most friends - Count the content for ‘shares’ and ‘comments’ amongst 2 users over the course of a year Onsite Case Analysis 1 - How would you assess the success of News Feed if you were to show content from family and friends primarily? - How would you define people you know in person and show content from those? - How would you measure the downside of showing primarily content from family and friends? - How about notifications sent to users – how would you define which notifications to send to users based on their close family etc? - How would you measure if the notifications you are sending are working? - How would you go about testing it? - How would you disambiguate results from an A/B test? - What kind of metrics would you track? Product Leadership – Cross-functional Partnership - Did you even have to push back product partners to collect more data to define/prioritize work? Case Analysis 2 - How would you measure the success of using smaller font in News Feed for text-based, video, photo content? - Say that the number of comments is decreasing but the session time is increasing? How would you assess whether that is good/bad - Say that decreasing the font size worked better for users in the US but not for folks in Thailand People Leadership - Questions about growing a team, etc.
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