It has been 20 years for Tongji University starting the first session of part-time Master of Engineering since September 1998. The spirt of "serving the national strategy, connecting with the industry, leading the future development, and always for students" is held and the cultivation of part-time master student in the major of construction in civil engineering is becoming more and more mature. Focusing on the training characteristics of part-time Master of Engineering, confronting the difficulties and problems in the process of teaching and supervising, the paper carries out a series of innovation and exploration and gives full play to the radiation and incentive effects of Tongji University culture and the excellent tradition of civil engineering in Tongji University. A long-term cultivation mechanism of "requirements serving, accurate docking, collaborative education, and double wins" is built. It has achieved good implementation effect and social benefits, and cultivated many application-oriented, compound, and high-level engineering technology and engineering management talents for the national construction industry.