Johnson joined Apple in January 2000 and has overseen the opening of 300 stores.
A spokeswoman for Penney did not immediately return an email seeking comment on the report.
Continue Reading Below
Penney shares rose 7.8 percent to $32.46 in morning trading.
(Reporting by Phil Wahba, editing by Dave Zimmerman)