It happened around 1:45 a.m. on the 3900 block of Aramingo Avenue near Wheatsheaf Lane.
Authorities say the victim was found near the CSX tracks behind the Wawa parking lot.
Rescue crews had to squeeze through a fence to reach the victim who was down a steep hill.
The woman suffered head and leg injuries.
She was rushed to the hospital in serious condition.