Born in England, the son of Frederick and Susanna Bonner Pittock, Henry grew up from the age of four in Pittsburgh, Pennsylvania, where his father had moved the family and established a printing business.
Pittock married Georgiana Martin Burton, the daughter of a flour mill owner, in 1860.