Pace went to Essington Junior School in Essington and was captain for Walsall Schoolboys playing at centre half.
Derek was signed by Aston Villa from Bloxwich Scouts in September 1949, not long after his signing for Villa; he was called up for two years National service in the Medical Corps where he obtained the nickname "Doc".