 Dougherty turned professional in 2001 and gained membership to the European Tour for 2002 via the final qualifying school.In his début season he finished 36th on the Order of Merit, and was named the Sir Henry Cotton Rookie of the Year.He was hindered by glandular fever in 2003, and his 2004 season was also disappointing when he slipped to 97th on the Order of Merit.