 Originally selected by the St. Louis Cardinals in the sixth round of the 1989 draft, Steverson opted not to sign.In 1991, he played collegiate summer baseball with the Chatham A's of the Cape Cod Baseball League.He was drafted again as the 25th overall pick by the Toronto Blue Jays in the 1992 MLB Draft, and this time he did sign.