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I want to know about a time you disagreed with a supervisor.

Tell me about a conflict you have had to deal with.

If you give N users a 5$ coupon, with the probability of usage being P, what is the expected coupon spend? What assumptions would you make to underpin that answer? What is the probability that one of the coupons will be used?

In your next job at Expedia, what are you looking for?

What approaches are taken to address covariate imbalance in machine learning, and how do they serve to improve model functionality?

I would like to hear about a time when you made a compromise

What's the principle behind collaborative filtering in the domain of ML?

I want to know about a time you failed at achieving something you had set out to do.

In a square matrix with each cell containing a numerical value, what algorithm would yield the maximum sum from top-left to bottom-right with only downward or rightward moves?

Tell me about an occasion when you stepped outside of your normal responsibilities to assist a colleague. What was the outcome?