Jake was born and brought up by Fred and Esta M. Rapoport. His father, Fred, is a doctor in the trenches of Beth Israel Hospital in New York City.
On the other hand, his mother serves as an adjunct professor at Fordham University in New York. Jake had a fair share of upbringing with his brother Ian and sister Mimi.