In 1914 with the outbreak of World War I, Salmon volunteered for service and was commissioned in December 1914 into the King's African Rifles. Initially serving under Tracy Philipps, Salmon served throughout the East African Campaign, participating in a number of raids into German East Africa. In 1917 Salmon was awarded the Military Cross for his actions, the citation stating:
