bambinaio (Italian) comes from Italian bambinaia, from Italian -aia, from Latin -āria, from Latin -ārius, from Proto-Italic *-āzios — Forms relational adjectives to nouns (and rarely numerals).
bambinaio (Italian): A man who looks after children