 Rashleigh was the son of farmer and cricketer William Boys Rashleigh.He played in the Tonbridge School XI from 1882 to 1885, and made his first-class debut for Kent on 24 August 1885.Going up to Brasenose College, Oxford, that autumn, he gained his blue as a freshman.