 A year later he joined RFK as it won its first Latvian Higher League title.Over the eleven seasons that Tauriņš played with RFK he won seven Latvian league titles - the highest number for any Riga footballer in pre-war Latvia, matched only by Kārlis Tīls and Fricis Laumanis of Olimpija Liepāja.Tauriņš also won the Riga Football Cup twice while playing for RFK.