Käsemann was born in Bochum. He obtained his PhD in New Testament at the University of Marburg in 1931, having written a dissertation on Pauline ecclesiology, with Rudolf Bultmann as his doctoral supervisor. Käsemann was one of Bultmann's more well-known politically left-of-centre 'pupils'.