The efficiency of the benchmark revisions to the current employment statistics (CES) data

► We identify a cyclical bias in both monthly and annual revisions to the current employment statistics (CES) benchmark revision. ► We identify a seasonal pattern in the benchmark revisions to the seasonally adjusted CES series. ► We propose a change to the BLS methodology that would remove the observed seasonal bias.