Bourke completed her Articles of Clerkship at Ford & Co, solicitors (later Nevett Ford) and subsequently worked for that firm as a solicitor and as an associate partner.
Bourke was appointed Chair of the Bookmakers and Bookmakers' Clerks Registration Committee in 2000.