Pay for noncertified IT skills increased slightly in Q4 2012, while pay for IT certifications continued declining for the 10th straight quarter. The highest paying noncertified skills were in areas like big data analytics, SAP HANA, and TOGAF. The highest paying certifications included EMC Cloud Architect Expert and GIAC Security Leadership. Some skills and certifications seeing large gains included NetWeaver, Hibernate, and Oracle Applications Developer Framework. Areas with large declines included Agile programming, Riak, and SAP SEM.