Jane Barker was born in May 1652, in the village of Blatherwick, Northamptonshire in England. She was the only daughter, and the second of three surviving children, of Thomas and Anne Barker. Thomas Barker was one of the Secretaries of the Lord Keeper of the Great Seal of England.