Džeriņš (feminine: Džeriņa) is a Latvian topographic surname. Individuals with the surname include:
Andris Džeriņš (born 1988), Latvian professional ice hockey player; Guntis Džeriņš (born 1985), Latvian professional ice hockey player; Ralfs Džeriņš (born 1997), Latvian professional football player.