Hambourg's career survived World War I and he remained a very famous performer throughout the 1920s and 1930s.
Hambourg married the violinist Dorothea Muir Mackenzie, and was father of the pianist Michal Hambourg (1919-2004) with whom he sometimes performed piano duos, and of Nadine Hambourg Marshall.