Minimum credit score to buy a house by loan type A conventional loan is a mortgage that's not insured by a government agency. Most conventional loans are backed by mortgage companies Fannie Mae and Freddie Mac. Fannie Mae says that conventional loans typically require a minimum credit score of 620.