Optimizing data in a data store. A request including a number of optimization parameters is received, where the optimization parameters specify characteristics of media content to be optimized. Responsive to the request, the media content (e.g., audio content, video content and images) may be encoded to reduce a storage size of the media content. Such a determination may be made based on one or more attributes of the media content, as well as the optimization parameters included in the request.