Wilson was born on Ashgate Road, in Chesterfield, where his father was the Borough Engineer and his mother was a magistrate.
He attended Old Hall Primary School (now Old Hall Junior School) on Old Road, then Tapton House Grammar School, where he first met his future wife, Margaret Miles ("Megs").