Kirke was born in London, and raised in New York City from the age of five.
Kirke graduated from the Brooklyn St.
Kirke's maternal grandfather, , was a British businessman of descent, and her maternal grandmother Zehava Helmer was a former stewardess; Kirke has described herself as Jewish.