The decision is expected to be announced Thursday during a party meeting and Grapini would be leaving her minster job in March at the latest, people close to the matter told MEDIAFAX.
Neither Grapini nor party president Daniel Constantin could be immediately reached for comment.
Grapini was appointed minister in December 2012.
Romania holds elections for the European Parliament in May this year.