Jarman was born in Sallisaw, Oklahoma and graduated from Yale University in 1937 and from Harvard Law School in 1941.
Jarman was later elected to the Oklahoma House of Representatives and then later to the Oklahoma State Senate; Jarman was elected to the U.S. House of Representatives in 1950 as a Democrat.