 Burgess was born at 91 Carisbrook Street in Harpurhey, a suburb of Manchester, England, to Catholic parents, Joseph and Elizabeth Wilson.He described his background as lower middle class; growing up during the Great Depression, his parents, who were shopkeepers, were fairly well off, as the demand for their tobacco and alcohol wares remained constant.He was known in childhood as Jack, Little Jack, and Johnny Eagle.