 He attended the University of Leipzig, where he studied economics.Zeuner was active in the VdgB from its founding in the late 1940s, and was director of the Academy of Agricultural Sciences in Berlin from 1953 to 1961.In 1979, he became Chairman of the VdgB, and remained at that post until his death in 1982.