1. take-home challenge that asks you to manipulate a data frame imported from csv 2. phone screen with the recruiter after submitting 1. 3. second take-home challenge that asks you to use `lifetimes` Python module to predict customer lifetime value from the data set provided 4. on-site technical interview with the VP of data science team where he asks you to review a Python code that makes queries from API and update an existing SQL database. This is how far I got. They are VERY slow at getting back to you, and my impression when I visited their office for the technical interview (step 4 above) was that they were disorganized.