Biography: From Wikipedia, the free encyclopedia. Harold Lee Scott, Jr. is an American businessman, who served as the third chief executive officer of Wal-Mart Stores, Inc., from January 2000 to January 2009. Scott joined Wal-Mart in 1979 and under his leadership, the company retained its position...