Educated at home until she was seven, Bishop then went to a private elementary school until the age of nine.
Two years into her undergraduate career, after winning the John Dalton Natural History Prize awarded by the University, she began work for another protozoologist, a Fellow of the Royal Society, Sydney J. Hickson.