Data assimilation in space weather forecasting is necessary but differs in important respects from terrestrial weather forecasting. These differences arise in part from the relative sparsity of data in space weather and from relatively direct driving of space weather phenomena. They present opportunities for space weather forecasting to add new data assimilation techniques to those developed in terrestrial weather forecasting.