At the start of the Second World War Davey was appointed Chief Royal Engineer of 6 Armoured Division and saw service in Algeria and Tunisia. He was promoted to lieutenant colonel on 1 August 1942 and was engaged on planning for the Allied Invasion of Sicily. He took part in the operation as the Chief Engineer of XXX Corps.