Scorpio was born Wilbur James Weiss Jr. on November 1, 1952 in Trenton, New Jersey.

The oldest in a family of four children, Weiss Jr. grew up in a country trailer park. Wilbur left home at age eighteen and worked in a factory in Washington, D.