One could force up those candidates that would add to a department's diversity, even if there is no indication of prior adverse circumstances. This is however considered undesirable - it might not be fair and also be bad for the candidate's reputation in the long run.
Academic hiring can be great fun but in the end it is already a completely ill-defined optimization problem. I do not see how a CDO could be a valuable addition to the process.