Variety.com said the producers plan to start shooting the BBC Films project this fall.
"Jane Eyre" is about a 19th-century nanny who falls in love with her employer, a wealthy, moody man hiding a terrible secret.
Page earned an Oscar nomination for her performance in "Juno." She has also starred in the films "Hard Candy" and "Smart People."
Notable deaths of 2014 [PHOTOS]
Tracy Morgan hits back at Walmart