It happened just before 11 p.m. Thursday night during a concert by singer The Weeknd.
Officials say a 32-year-old man was sitting on an escalator rail when he fell approximately 40 feet.
The victim was taken to Thomas Jefferson University Hospital, where he was pronounced dead.
Action News has reached out to The Weeknd for comment, but we have not yet heard back.