In 1915, Smith joined the 1st Australian Imperial Force (AIF), the main branch of the Australian Army that fought outside of Australia in World War I. In the AIF he was a sapper (someone who builds and repairs roads and bridges) and a motorcycle dispatch rider (someone who delivers important messages). In 1916 he transferred to the Royal Flying Corps (RFC), where he became a pilot and a second lieutenant.  