A lefthander from California, Gilson was originally signed by the Cubs but got his first big league assignment with the Cardinals in 1968. He was dealt in mid-season to the Astros for outfielder Ron Davis.

In 15 big league games, Gilson posted a 0-2 combined record with a 4.97 ERA.