Eisenstaedt was born into a Jewish family in Dirschau (Tczew) in West Prussia, Imperial Germany. His family moved to Berlin in 1906. Eisenstaedt served in the German Army's artillery during World War I, being wounded on April 9, 1918. While working as a belt and button salesmen in 1920s Weimar German