He was born in Baghdad, near the shrine of the 12th century Sufi Abdel Qadir al-Jilani. In this respect, al-Bayati is unique among his peers, most of whom share pastoral roots. A man of the city, he lived close to the political heartbeat most of his life—one of his friends, Ahmed Abdel-Moeti Hegazi, said urban centers of "hotels and institutions, cafés and airports" were actually his temporary residences. London, Moscow, Madrid and Baghdad are all represented in his poetry. He attended Baghdad University, and became a teacher after graduating from Dar Al-Mu'allimin (the Teacher's College) in 1950, the same year that he released his first collection of poems, "Mala'ika wa Shayatin" ("Angels and Devils"). In addition to teaching in public schools, al-Bayati also edited the popular and widely circulated cultural magazine "Al-Thaqafa A-Jadida" ("The New Culture"). In 1954 he left Iraq after being dismissed from his positions because of his radical communist political views and anti-government activity, and moved to Damascus. Although he returned to Damascus at the end of his life, his early wanderings also took him to Cairo, Beirut and a number of Western capitals. Always involved in world affairs, some of al-Bayati's poems are in fact addressed to international figures such as T.S. Eliot and Che Guevara. Not much information is available about his personal life. Before his exile, he married, but his wife and four children are mentioned only in passing in the few available biographies. This may be because they remained in Iraq after his departure.