 In 2001, his junior year, Burke moved to shortstop and helped the Volunteers make an appearance in the College World Series by hitting .435 with 20 home runs and 49 stolen bases, being named to the CWS all-tournament team.He was a 1st team All-American shortstop, and was the unanimous choice as the 2001 SEC Player of the Year.He was also a finalist for the 2001 Rotary Smith Award.