Born in Jamberoo, New South Wales around 1849, Joseph Cullen was the son of farmer John Cullen and Rebecca Clinton. His brother William was also a member of the New South Wales parliament and became Chief Justice of New South Wales. Joseph Cullen was educated at state schools before attending Camden College in Sydney. On 18 April 1878 he married Annie Butler, with whom he had one son and two daughters.
