In Hebrew, name Jemima means – Dove. Little dove. In the Old Testament, Jemima was one of the three beautiful daughters of Job (the other two were Keziah and Keren).. Other origins for name Jemima include – Hebrew, Israeli. Name Jemima is most often used as a girl name or female name.