Auerbach was one of four children of American-born Marie Auerbach and Russian Jewish immigrant Hyman Auerbach in Brooklyn. His brother Zang Auerbach, four years his junior, was a respected cartoonist and portraitist at the Washington Star.[4] He married Dorothy Lewis in the spring of 1941. The couple had two daughters, Nancy and Randy.[2]They also helped raise Nancy’s daughter Julie.