Police say the rider, 24-year-old Damail Johnson of the 2900 block of South Dewey Street, lost control and slammed into a parked car.
It happened at 60th and Greenway streets around 11:00 p.m.
He suffered head injuries, police said, and was pronounced dead at the scene.