I applied online. The process took 4 weeks. I interviewed at Bain & Company in Jan 2020
Interview
The interview process began with me doing both a take-home data science assessment, then recording a one way video interview. After that, I had a technical interview with one of their data scientists, and a case interview with one of their consultants.