 After the Chinese economic reform, Cai served as the CPC Lingwu County Committee Vice-Secretary and CPC Yanchi County Committee Secretary.He also served as the Deputy Director of Ningxia Administration for Religious Affairs and Vice-Minister of Ningxia United Front Work Department.In 2013, Cai was appointed as the Director of Ningxia People's Political Consultative Conference.