Saltsburg is a borough in Indiana County, Pennsylvania, United States. The population was 955 at the 2000 census. The town was based on the construction of salt wells and the canals and railroad tracks that passed through it. Saltsburg apartments for rent comparison page shows most up to date rent information on Saltsburg apartments and houses. Rent information is obtained from multiple rental sources but we cannot guarantee their accuracy.