Sibiryakov is a Russian () or Ukrainian () surname.
Notable people with the surname include: Alexander Sibiryakov (1849-1933), Russian gold mine and factories owner and explorer of Siberia Andrei Sibiryakov (1964-1989/1990), Russian serial killer Eduard Sibiryakov (1941–2004), Russian volleyball player Serhiy Sibiryakov (born 1982), Ukrainian-born Russian footballer