 Scarce first played college baseball for Manatee Junior College, in 1968 and 1969.He then transferred to FSU, pitching for the Seminoles in 1970 and 1971.Scarce was used as a relief pitcher, enjoying considerable success at the collegiate level, while racking up 30 saves (SV) over the two seasons.