On October 3–4, 1862 Burke personally led the Western Sharpshooters in two days of bitter skirmishes during the Second Battle of Corinth. After the battle Maj. Gen. William S. Rosecrans appointed Burke as Commandant of Corinth, responsible for securing the town, Confederate prisoners, stragglers, and dealing with the large numbers of casualties from both armies.