Updated June 9, 2019 Share: Family name origins & meanings Jewish (Ashkenazic) : variant of Feinberg.Swedish : probably an ornamental name from fin ‘fine’ or finn ‘Finnish’ + berg ‘mountain’, ‘hill’.