three round interview: HR, coding challenge, tech in-person interview. HR- screening Coding challenge: hackerrank Tech interview: showcase your achievement and one of the best project for which you feel proud. Feedback question and answer

Non-traditional. They ask you to tell your life story and teach them how to do something - anything to see if you're any good at talking someone through a process they've never done before. They also arrange a conversation with a squad lead so that management can get an idea of what that person is like under pressure.

I applied online. There was a small exercise as part of the application, where you need to write a program to analyze a business problem and solve a few SQL questions. This is not difficult. In 2 weeks I received an interview invitation. First round is "life story", which is like a behavioral interview. General behavioral questions would be expected. The interviewer was very nice and whole process was very conversational. And then I received the second interview invitation in a week. This round was with 2 data scientists from Shopify. The interview contains two parts, first was to walk through a data science project I did solely by myself, and the second part was an analytical problem exercise. I received offer about 2 weeks after the second interview,