ZIP Business Patterns
The U.S. Census Bureau's Business Patterns series is produced annually and provides sub-national economic data by industry. The series is useful for studying the economic activity of small areas; analyzing economic changes over time; and benchmarking statistical series, surveys, and databases between economic censuses. The Business Patterns series provides information on number of establishments and employment.
You can download the data here.