With the promotion of "Internet plus" transformation of economic development mode, software engineering specialty is facing many opportunities and challenges. This paper describes the supporting role of curriculum system to talent training, analyzes the relationship between software talent requirements and the knowledge structure of software engineering specialty, discusses the education mode based on school-enterprise joint building software engineering professional talent training program, and proposes a course system structure of software engineering specialty, which are suitable for local application-oriented universities.