Sparrow's Point is an unincorporated community in Baltimore County, Maryland, adjacent to Dundalk, Maryland. Named for Thomas Sparrow, landowner, it was the site of a very large industrial complex owned by Bethlehem Steel, known for steelmaking and shipbuilding.