Currie was born in south Liverpool to an Orthodox Jewish family.
Currie studied Philosophy, Politics and Economics at St Anne's College, Oxford, where she was taught by Gabriele Taylor and became President of the Oxford Union; subsequently, she gained an MA in economic history from the London School of Economics.