Kutscher was born in 1909 in Topoľčany, Slovakia, then part of the Austro-Hungarian Empire. He studied at the yeshiva in his home town and, later, in Frankfurt. In 1931 he emigrated to Mandatory Palestine and continued with his studies at the Mercaz HaRav Yeshiva and at a Mizrachi Movement teachers seminary.