Jessie Lake, Minnesota  Jessie Lake is an unincorporated community in Lake Jessie Township, Itasca County, Minnesota, United States; located within the Chippewa National Forest. The community is located between Wirt and Talmoon; along Itasca County Road 4. Nearby places include Wirt, Spring Lake, Bowstring, Talmoon, and Marcell. Jessie Lake is located 14 miles southeast of Wirt; and 2 miles west of Talmoon. Jessie Lake is 22 miles north of Deer River. Jessie Lake is located within ZIP code 56637 based in Talmoon.