In August 1942, Walker joined No. 94 Squadron, which soon received four Hawker Hurricanes donated by Lady MacRobert, whose three sons had died while serving in the RAF, one of them with No. 94 Squadron.
On 8 August 1944, he was awarded an "immediate" Distinguished Flying Cross (DFC), which is a field award, the citation read: .