In order to comply with the new form of part-time postgraduate student training and meet the demand for part-time postgraduates in society, the author sorted out the evolution of the training process of engineering postgraduates in turn:master of engineering the process of unified enrollment of part-time and full-time postgraduate, and through comparative analysis, literature research, inductive analysis, investigation and other research methods, compared the characteristics of domestic and foreign engineering postgraduate training mode, and discussed the characteristics of the demand for engineering postgraduate, explored the training mode of engineering postgraduate students in the new era, with a view to providing reference for the reform of part-time engineering master's degree postgraduate students and improving the quality of graduate talent training.