Jessup is a borough located in Lackawanna County, Pennsylvania. Jessup has a 2026 population of 4,503. Jessup is currently growing at a rate of 0.18% annually but its population has decreased by -0.16% since the most recent census, which recorded a population of 4,510 in 2020.