Hi There, your time and experience is our number one priority and we appreciate you bringing this to our attention. We completed a thorough investigation and found that there was a mixup in communications with candidates exploring the data engineering role. We sincerely apologize that any time was wasted. Now that we aware of the issue, we will continue to implement steps to prevent this from occurring in the future.