To provide a surface-emitting light emitting device including an optical member whose mounting position, form, and size have been favorably controlled, and a method of manufacturing the same, as well as an optical module and an optical transmission apparatus that include this surface-emitting light emitting device, the surface-emitting light emitting device of the present invention can emit light perpendicular to a substrate and includes an emitting surface that emits the light, a base member that is provided on the emitting surface, and an optical member that is provided on an upper surface of the base member.