The employer's question is valid: can this applicant live on what we pay? Is this applicant financially responsible? Does this applicant live up to his or her obligations?
Credit isn't just a score; it's your financial history. Have you defaulted on payments? If you default on payments, it may alert the employer to the integrity of the applicant. Will the applicant take the training and run?