In the second of a series on graduate outcomes, Universities UK analysed a range of data sources looking at employment and earnings of graduates, to show the impact of graduate skills across the country, how patterns differ across regions and industries, and comparisons to non-graduates and wider employees. This includes use of official government data that links student and tax records, official government Labour market data and other sources to compare outcomes graduates to wider employees. This analysis focusses on: (1) Graduate employment patterns across regions and industries; and (2) Employment and earnings outcomes for graduates and non-graduates.