They didn't knock to see if anyone was home first. They had three guys so they may have been expecting him to be home he may have been targeted. The place didn't look like the owner of a jewelry store lived there. He may be the guy making the deposits for his work place.
I just saw it took place in FL. Didn't see the Neptune part I thought it was a play on the name of another planet.