Hello, Thank you so much for your detailed and candid feedback. At YipitData we strive to deliver an excellent candidate experience and we sincerely apologize for missing the mark on this one. We regret that your effort didn’t result in an offer at this time, but we understand the amount of time and effort that goes into the take home exercise/interview process. We will use your feedback to improve our process and ensure that all candidates who go through the recruiting process at YipitData feel valued for their time and effort in our process regardless of the final result of their candidacy. Thank you again for the feedback on your experience. All the best, YipitData