He was born in Albany, New York in 1766, the son of Edward Jessup, a United Empire Loyalist. He served with his father's Loyal Rangers, becoming a Captain.
He became Lieutenant-Colonel in the Leeds militia in 1809. With his father, he laid out the town of Prescott in 1810.