The SUV struck a parked car before coming to a stop right in front of the home near 82nd and Aberdeen.
The victim has been identified as 32-year-old Otis Townsend. Police say Townsend was a shoe salesman. He was apparently in the area making a delivery when the two men confronted him.
Police continue to search for the two suspects.