Marxist cultural view plays an important leading role in practice activities such as enterprise culture construction and innovation of state-owned enterprises. This universal research mode pays more attention to the present, but less attention to the deep-seated reasons of the problems under the guidance of Marxist theory and the development process of the whole judicial team specialization. In this paper, the construction of enterprise culture guided by Marxism is studied in a dynamic and complex environment. The research shows that among the three methods tested in this paper, this method has the highest accuracy rate, which can reach 75% at the highest, followed by the method in literature, which can reach 64.6% at the highest, and finally the method in literature, which has the highest accuracy rate of only 44.8%. It can be seen from the experimental results that this method not only has a better convergence rate, but also After entering the new social development stage, the global economic development and cultural development have a new direction. Only by constantly improving the comprehensive competition level of enterprise culture can it avoid being eliminated by market development