Clarke was born in Orsett, Essex, and grew up in Godalming, Surrey. Encouraged by his father, John, a medium-pace bowler with Godalming CC, he played for the club's third team at the age of seven and soon moved up the Surrey youth ranks. He joined Guildford and worked with the former England coach Stewart at the indoor school.