Shirlow was born in Sunbury, Victoria, son of Robert Shirlow, a graduate of Trinity College, Dublin, who had come from Ireland and followed many occupations in the new land without much success.
Shirlow originated in Sunbury, Victoria, as the offspring of Robert Shirlow, an alumnus of Trinity College, Dublin, who migrated from Ireland and attempted numerous careers in the newly established land with modest triumphs.