Overall had a very good experience at FrontDoor with all the interviewees and the HR team. The interview process was very structured as below: Stage 1 - 30 min discussion with Hiring Manager Stage 2 - Take-Home Assignment Stage 3 - 45 min technical discussion focused on past project experience Stage 4 - 45 min technical discussion focused on Statistics, Machine Learning, and Deep Learning Stage 5 - Final discussion with HR team