The incident happened around 12:40 a.m. on the Broad Street night owl line.
The bus had just gotten to Wyoming Avenue when four males attacked the victim, police say.
The victim was taken to Albert Einstein Medical Center with an eye injury.
His alleged attackers fled the scene and police have not said a motive for the assault.
A SEPTA spokesperson says he is not certain the bus had surveillance cameras on board.