The invention relates to a composition for parenteral delivery of anticancer drug. The aforesaid composition is self emulsifying preconcentrate, which includes oil, anticancer drug and one or more surfactants. In a preferred embodiment, oil is medium chain triglyceride (MCT) and anticancer drug is paclitaxel or docetaxel. The composition needs to be dispersing in aqueous intravenous fluid prior to administration.