Walker was born in Sarawak. She completed her undergraduate and postgraduate studies at the University of Oxford. Her doctoral research considered nuclear quadrupole interactions and fast ionic conductors. After earning her doctorate, Walker moved to the United States, where she joined Michigan State University as a postdoctoral fellow. She moved to the Daresbury Laboratory as a research fellow.