Rahmatullah Rahmat was born in 1950 in Rodat District in Nangarhar Province. He is an ethnic Pashtun from the Mohmand tribe whose father was a mullah in Nangahar. He attended primary and secondary school in Rodat and later received degrees from the Kabul teacher training academy.