Ross Dress for Less wants to build a massive distribution center about 90 miles from Charlotte that could lead to more than 800 jobs.

One of the nation’s largest discount department store chains has committed to build a $450 million, 852-worker warehouse in North Carolina’s Randolph County. Ross Stores, the California-based ...