In Celtic, name Delia means – Diminutive of Bedelia: A variant of Bridget, who was the mythic Celtic goddess of fire and poetry.. Other origins for name Delia include – Celtic, Greek, German, Welsh. Name Delia is most often used as a girl name or female name.