The major problem facing most of the countries of the world is unemployment of youth after the graduations from the
institutions. This problem normally occur in the under developed and developing countries of the world in which Nigeria is
included. Most of these undeveloped and developed nations are not planned ahead for provision of employment for their youth
after their graduation. This paper used Nigeria census of 2006 in some selected states spreading from six geographical zones, that
is the Southwest, South South, SouthEast,NorthCentral,NorthWest and NorthEast in which some state were chosen from each
geographical zone and based on their population census of 2006. The analysis was carried out to determine the unemployment
reduction plan for each state. The main objective of this study is to develop the algorithm that can schedule the unemployment
reduction in Nigeria. The algorithm was developed with modification of Mersenne Twister. The algorithm was used in the
program that was developed with MatLab to predict rate of unemployment reduction scheduling. This will definitely assist the
government and other stake holders to plan ahead for unemployment reduction process.