1. Basic online. Some Bayes Theorem application problems, maybe some conditional probability calculations. It's been a while but it was freshmen-level questions, so just brush up a little. 2. Casual phone call with John, one of the hiring managers. From what I remember we just talked about my resume and general experience. This might have actually happened before the online stats quiz. Not sure of the order here. 3. Presentation on the technical topic of my choice, with Q&A time at the end. 4. Technical interview. Lots of object-oriented software development type questions. A few machine learning algorithm questions (difference between KNN and K-Means for example). 5. Team fit interview, just talking with various members of the panel. Very casual.