Underwood was born in Harlington, Middlesex, England on 7 September 1905, the youngest of three children to James and Elizabeth Underwood.
On 23 June 1934 Eric Underwood married school teacher Erica Chandler at St Andrews Church, Perth, and they had two daughters and two sons.