Confronting the complexity in the process of cultivating high-level project management talents,based on a systematic literature review of the application of complex learning theory and CDIO educational philosophy in engineering management, this paper proposed a CDIO engineering education system and the implementation guarantee mechanism based on complex learning theory. The results showed that the combination of complex learning theory and CDIO educational philosophy can form a relatively complete education system, which is more suitable for the master education of engineering management.