In 1801 Jullien married Sophie-Juvence Nioche (died 1832); she bore him six children.
The eldest of the six, Pierre-Adolphe (born Amiens, February 13, 1803 - died 1873) was a technician, later becoming engineer-in-chief of the Corps of Bridges and Roads; in this capacity he oversaw construction of the Paris-Lyon railroad.