The interview process was as follows: Interview -> Pandas/NumPy Test -> Take-home task -> Technical interview + live coding -> Interview with the manager -> Offer. At each stage, the tasks and questions were relevant to the position and the future job responsibilities, and feedback was provided quickly at every step.