My tips for preparing for the interview would be have a thourough understanding of inertial sensors and localiastion algorithms. Dont think conventionally in take home assignements For coding rounds please practice basic algorithms like binary search. And if possible also revised embedded concepts like data streaming with pointer recasting. The management and whole process is great. Even if you dont get selected you would learn a lot.