Jugging from the globs of solder (?) my guess is that this is an assembly done by an automated process. SMD, yes, is my best estimation.
Photo from @AquaRaider44
Up close picture. These are much different than the traditional black box led. Cathode and anode are not clearly visible. Must be on board underneath.