A fresh scrape from Glassdoor gives us a good idea about what applicants are asked during a data scientist interview at some of the top companies. Unfortunately for us, almost every company has their interviewees sign NDAs, but since Glassdoor allows anonymity, a few brave souls have given us some insight into what they were asked.

Below are some of the questions asked during the interview process at top companies like Facebook, Google, and Microsoft.

If you find yourself unable to answer some of the questions below, consider checking out a course or a book on the subject.

Contribute

If you'd like to share your answer(s) to any of the questions, or if you know of a source where the answer can be found, leave a comment and I'll add them.

Also, if you don't see a particular question on this list that you've been asked, or you know of one that's asked a lot, comment below.