 After coaching at William Jewell College in Liberty, Missouri and Nebraska State Normal School—now known as Peru State College—Brumage moved to Lexington, Virginia to become the tenth head football coach at the Virginia Military Institute (VMI).He held that position for two seasons, from 1911 until 1912.His career coaching record at VMI was 13–2.