Jennerstown is a borough in Somerset County, Pennsylvania, Unite States. It is part of the Johnstown, Pennsylvania Metropolitan Statistical Area. The population was 714 at the 2000 census. The borough is the home of Jennerstown Speedway. Area code: 814. Zip code: 15547. The town was named for Edward Jenner.