A 22-year-old man driving the moped died in the incident on Wood Street at the Junction with Horse Fair at 11:37pm.
His family are being supported by specialist officers.
The driver of the car failed to stop at the scene and while enquiries are ongoing, police are asking any witnesses to come forward.
