The woman was struck at about 5:30 a.m. on the highway near Seventh Street, according to the CHP.
She was taken to San Francisco General Hospital, where she succumbed to her injuries later this morning, CHP Officer James Evans said.
The incident caused the closure of eastbound lanes of Highway 80 for about an hour, CHP officials said.