Join upcoming events being held in Jellico. Jellico is a small city located in Campbell County, Tennessee, and Clay County, Kentucky, in the United States, known for its rich history in coal mining and railroad transportation, offering a variety of outdoor recreational activities and an annual celebration of its cultural heritage through the Jellico Coal & Railroad Festival.