She was vice governor of Guizhou province, a member of the Standing Committee of the Guizhou CPC Provincial Committee and president of the Guizhou Provincial Federation of Social Sciences.
Chen serves now as the deputy secretary of Guizhou Provincial CPC Committee and head of the Commission for Political and Legal Affairs of the Guizhou Provincial CPC Committee.