 Bayliss was originally a seventh-round draft pick of the Kansas City Royals in , and he made his major league debut with that team on June 21, .Bayliss pitched 11 innings in relief for the Royals that year.He and minor league reliever Chad Blackwell were traded to the Pittsburgh Pirates for starting pitcher Mark Redman on December 7.