Huntley was born to her mother, schoolteacher Marisa Crawford, and her father, lawyer James Crawford, in Oxford, England.
From 1997 to 2002, Huntley studied at the University of Sydney to obtain a PhD in Gender Studies, exploring the campaign for the women's vote and the Australian Labor Party (ALP) campaign in the 1983 and 1993 federal elections.