From Latin scortum (“skin, hide”), via scortea (“leather bag or garment”), nominalization of scorteus (“made of skin or leather”). Compare French écorce, Romanian scoarță, Sicilian scorcia.
Practice speaking and memorizing "scorza" and many other words and sentences in Italian.