Cloud computing allows development of multi-tenant applications by sharing computing and storage resources. Cloud computing and model driven engineering (MDE) approaches can be mutually beneficial. With MDE, developers can focus on designing the structure, functionality and behaviour of software systems without considering specific implementation and platform details. In this poster paper, we examine opportunities of exploiting MDE by analysing variability challenges during a multi-tenant application development.