The interview process had several stages: 1) Hackerrank coding test 2) Tech Screen - discussing experience 3) Case - mix of coding (dataset exploration and analysis built in jupyter notebook) and discussing experience 4) Behavioral with 2 partners, final tech with Principal Data Engineer, non-evaluative coffee chat with a data scientist The process was transparent and professional. I especially appreciated the prompt feedback and communication within a couple days in round.