Engineering postgraduates is the main force of scientific research. Their innovation ability not only relates to the innovation level of universities and colleges, but also has an important influence on the innovation ability of the whole country. The current scientific research innovation ability is not optimistic because of the influence of current examination system, the postgraduate training mode, and the scientific research atmosphere. Based on our investigation, we put forward corresponding solutions to cultivate postgraduates' scientific research innovation ability.