It happened shortly before 9:00 a.m. at the St. John Cantius rectory in the 4400 block of Almond Street in the Bridesburg section of the city.
Police say Father Joseph Zingaro, who is the pastor of the rectory, was found 10 feet down.
He was rescued and rushed to Aria Health-Frankford.
There is no word yet on his condition.