Melvin Olson (May 18, 1887 – July 18, 1962) was a member of the Wisconsin State Senate. Olson was born in Blanchard, Wisconsin. He later moved to South Wayne, Wisconsin. Olson was a farmer, store owner, and a farm implement and supply dealer. He served on the high school board. Olson died in Monroe, Wisconsin.