Stub shaft conveyor pulleys that may be used as a tail pulley and/or head pulley in a belt conveyor system are disclosed. The conveyor pulley includes first and second stub shaft assemblies connected to a center tube. Each stub shaft assembly includes an inner bearing and an outer bearing. In some embodiments, the outer bearing has a diameter larger than the inner bearing. Alternatively or in addition, the inner bearing may be within the center tube and the outer bearing may be exterior to the center tube.