Specific jobs, especially those in upper management or the finance industry, require you to have a good credit history. You can be turned down for a job because of negative items on your credit report, especially high debt amounts, bankruptcy, or outstanding bills.
Note that employers check your credit report and not your credit score. They're not necessarily checking for bad credit, but for items that could affect your job performance.