nulliparousThere is the word nulliparous, which is a medical term for not having childeren whetherchildren (whether by choice or by infertility).
Wordnik defines the adjective as:
nulliparous (adj.) Of the condition of a nullipara.
while nullipara is defined as:
nullipara (noun)
obstetrics
A woman who has never given birth.
This is not a word you would encounter very often, and other options (like childless) would usually be more appropriate for everyday conversation.