Melville made an unbeaten century in the Freshman's trial match at Oxford and was thereafter a regular in the Oxford University side over the next four years, winning a Blue each year.
Following the end of the 1932 University cricket season, Melville made his debut for Sussex, playing in 11 matches and scoring consistent runs, if with no high scores.