 Parker's mother moved to the Great Bridge High School district so Parker could participate in its powerhouse wrestling program.He was a member of the 1997–98 state champion Great Bridge wrestling team and was a state champion wrestler who placed third in the High School National Wrestling Championships, while becoming a high school All-American.Parker earned a full scholarship to wrestle at Penn State University.