The first round was a virtual case study, very similar to what you’d expect in a data science case question at a big tech company. The second round was like a consulting interview, with simple math and no need for any technical data science details.

The first round of interview was technical case. You need to know details about the model you propose (how to evaluate performance etc) because there were a lot of follow up questions.