 Stoor was born in Sweden to Finnish parents from Vaasa, Esa Siekkinen and Margaret Stoor.Stoor was born in Stockholm, Sweden and started playing with Hammarby, who he joined in 1996 at the age of 12 as a youth player.In January 2001, he had a trial with Manchester United.