Burke trained as a nurse, and worked for several years in London and Sydney.
In 1999, while recovering from glandular fever, she did a creative writing course. Another writing course followed, and Burke applied to the Australian Society of Authors Mentorship Program. She began a mentorship with
Gary Crew.
She is the daughter of David Burke.