 His mother was formerly Miss Rebecca Flanagan.Shirlow was educated at various state schools and Scotch College, Melbourne, and went to work first at Haase Duffus and Company, printers, and then in 1889 with Sands and McDougall.He began attending evening classes at the national gallery in 1890 and continued there for five years.