Failing a pre-employment physical or HPE (Human Performance Evaluation) can happen for a number of reasons, though often failing a drug or alcohol test can be the reason a candidate does not pass. This is particularly common for jobs involving driving or operating heavy machinery where sobriety is of paramount importance.