Siegelbaum is a German-language surname. Its Yiddish variant is Zygelboym (Yiddish: זיגלבוים), Polonized as Zygielbojm. Notable people with the surname include:
- Kate Gordon Siegelbaum, known professionally as Kate Siegel (born 1982), American actress and screenwriter
- Lewis Siegelbaum, American historian