Altitude in this woreda is between 300 and 700 meters above sea level. The largest body of water in Bure Mudaytu is Lake Yardi, which is fed by the winter floods of the Awash.
Based on figures published by the Central Statistical Agency in 2005, this woreda has an estimated total population of 47,001, of whom 21,067 were males and 25,934 were females. Information is not available for the area of Bure Mudaytu, so its density cannot be calculated.