The incident happened around 2 a.m. September 11 on Church Street in Port Richmond.
Police say the suspect approached a 44-year-old woman, pulled her into a secluded area and sexually assaulted her.
The man is said to be in his 30s.
Anyone with information is asked to call Crime Stoppers at (800) 577-TIPS (8477).