Sparrows Point is an industrial area in unincorporated Baltimore County, Maryland, United States, adjacent to Edgemere. Named after Thomas Sparrow, landowner, it was the site of a very large industrial complex owned by Bethlehem Steel, known for steelmaking and shipbuilding. In its heyday in the mid-20th century, it was the largest steel mill in the world.