Early years. Willie Parker was born in Clinton, North Carolina, attended Clinton High School, and was a letterman in football and track. He was a two-time All-Conference and a two-time All-Region honoree. As a junior, he rushed for 1,329 yards and 20 touchdowns and helped lead his team to the state AA title.

