He was educated in Burnley, Northgate Grammar School, Ipswich, Madras College in St Andrews, then studied chemistry at the University of St Andrews with a Carnegie Scholarship.
Hirst was born in Preston, Lancashire on 21 July 1898 the son of Elizabeth (née Langley) and Rev Sim Hirst (1856-1923) a Baptist minister.