Martin-Leake first served in the Second Boer War as a trooper in the Imperial Yeomanry.
He was 27 years old and a surgeon captain in the South African Constabulary attached to the 5th Field Ambulance during the Second Boer War on 8 February 1902, at Vlakfontein, when he was awarded his first VC.