After an initial phone screen, I was scheduled for a technical interview with an assigned project. They gave me about a day to complete the project, and then I talked through it with a couple of data scientists over video call. The assignment was challenging, but the interview was relaxed. There weren't any "gotcha" moments, and it didn't seem like either interviewer was trying to ferret out inadequacies. It was just a frank assessment of skills and thought processes. They then scheduled me for an on-site, which also had an assigned project. They gave me a week to complete it, and then I spent a full day at the office meeting with various members of different teams. They asked difficult questions and scrutinized my work really closely, but it all felt very fair. They also took me out to lunch and kept their promise that the lunch hour was *not* an interview. The HR team did a great job with scheduling and accommodating me. They took requests into consideration and went out of their way to make me feel comfortable. It's a pretty heavy process with the take-home assignments and full day on-site, but I prefer that to coding interviews. It can seem like a lot to ask, but the assignments are reflective of whatever work you'd be doing there, which is good information to have.