Kanniainen is a Finnish surname. Notable people with the surname include:
Kyösti Kanniainen (1871–1915), Finnish journalist and politician Juho Kanniainen (1875–1929), Finnish farmer, lay preacher and politician Vesa Kanniainen (born 1948), Finnish economist