In response to the characteristics of multi-source, heterogeneous and massive data in meteorological research activities, the China Meteorological Administration has issued a unified data interface service based on China Integrated Meteorological Information Sharing System to provide data support for meteorological activities, there are certain technical barriers to data access in practice. In order to eliminate this technical barrier, the meteorological data visualization scheduling retrieval system developed based on hybrid architecture combines the task scheduling model, visual interaction and data format adaptation technology, and allows researchers to quickly access data in a visual and zero-programming manner. It meets individual needs for data formats. The application proves that the implementation of the model improves the data organization efficiency of the meteorological research business, assists the users with weak programming ability to use the data access interface, the ideas about the scheduling model and the business of data sharing can be used for reference in other fields.