After his service in Cuba, Smith was assigned to the 12th Infantry in the Philippines during the Philippine–American War. His posting included leading the effort to reestablish civil government in San Miguel, Bulacan. During his service in the Philippines, Smith was commended twice for heroism and was recommended for promotion to brevet captain.