Randall was born in Norwich and studied History at Clare College, Cambridge. While at Clare College, Randall was recruited to write for the student newspaper Varsity by editor Jeremy Paxman. After a brief period as a professional comedian and a brand manager at a cosmetics company, he joined the Croydon Advertiser as a trainee reporter in 1974 and became the paper's editor in 1980.