Schnitzor was born in Leipzig in Germany in 1931. His parents were Aron and Sara. He had three brothers: Isidor, Max and Ralph.
The family were deported to Poland in October 1938 as their grandparents were from territory that was then Polish but had been part of the Austrian-Hungarian empire.