Once the 1921 census becomes available later this year, you may be able to find him there.
What else do you know about him? Did he remain in Scotland?
If he was illegitimate, he may have used his father's surname even if his father did not sign the birth certificate. You could try searching the death index for a Thomas, born 1914, mother's surname Fitzgerald.