Pain is major cause of shaking in dogs. Doberman Pincher can have a genetically inherited condition called wobbler syndrome. This condition is painful and can cause. Nervous conditions, skin parasites and fleas infestation are other causes that can lead to shaking in dogs. Exposure to cold and swimming are normal causes of shaking.