Using confidential Census matched employer-employee earnings data we find that employees at more productive firms, and firms with structured management practices, have substantially higher pay, both on average across every percentile of the pay distribution. This pay-performance relationship is particularly strong amongst paid employees, a doubling firm productivity associated 11% for highest-p...