Jessica Mauboy has never won Female Artist of the Year at the Deadly Awards, despite two nominations.
At the 2009 Deadly Awards, Mauboy won three awards in the categories of Female Artist of the Year, Album of the Year for Been Waiting, and Single Release of the Year for "Burn". 
