Harrower was born on 4 April 1890 in Glasgow the son of John Harrower in Langside in the south of the city. He won a scholarship to Allan Glen's School and was educated alongside contemporaries such as John Vernon Harrison. Initially training primarily in mathematics and electricity, in 1910 he obtained a senior post at Glasgow Tramways Power Station, which he retained until 1919.
