Plummer was born on May 28, 1853 in Clarence, Wisconsin. His father, Samuel L. Plummer, and brother, William Edmunds Plummer, were also members of the Assembly.
Plummer was elected to the Assembly in 1896. Other positions he held include county surveyor of Pepin County, Wisconsin and justice of the peace. He was a Republican.