Parshin (Russian: Паршин) (feminine: Parshina) is a Russian-language surname. It may refer to:
Aleksandr Parshin, Russian footballer Aleksei Parshin, Russian mathematician, the namesake of the terms "Parshin chain" and "Parshin's conjecture" Denis Parshin, Russian ice hockey player Georgy Parshin, Soviet World War II pilot, twice Hero of the Soviet Union Nikolai Parshin, Soviet footballer Lana Parshina, Russian-American journalist and filmmaker Daria Parshina, Russian swimmer Valentina Parshina, Russian and Soviet agronomist and politician