Thank you for sharing your interviewing feedback. We certainly make no claim on the Talent team to possess the impressive technical knowledge of a data scientist! We ask textbook questions in the earlier stages of the interviewing process to ensure consistency and fairness. For this particular role, we re-posted because our business needs changed due to growth and client demand. We adjusted the required experience accordingly, which includes a commensurate change in the pay level. At Q-Centrix, we strive to provide the best candidate experience and this includes maintaining communication with qualified applicants. Please understand, for us and everyone, the past seven weeks have been quite hectic, and as result it sounds like we dropped the ball in following up with you. Please accept our sincerest apologies for that. We appreciate and acknowledge your feedback, and thank you for your interest in Q-Centrix although this opportunity did not work. Best wishes to you in your search. Be well.