Koivisto was born in Turku, Finland, the second son of Juho Koivisto, a carpenter at Crichton-Vulcan shipyard, and Hymni Sofia Eskola, who died when he was 10.
After the war, he earned a living as a carpenter and became active in politics, joining the Social Democratic Party.