Increasing demand for effective and applied engineering courses to respond global-wide market occurs in the latest decade. Influence of the Fourth Industrial Revolution (IR 4.0) changes the behaviors of government, university and industry, which need human resource with complete skill-set, e.g. designing mechanical and engineering subjects. To achieve such purpose, sustainable teaching and education for bachelor student are required to be implemented. This work is presented to discuss taken efforts by Professors and Industry in Department of Mechanical Engineering, Universitas Sebelas Maret to deliver the sustainable concept in Engineering Design course. Collaboration with DTECH-Engineering, a design-engineering company, is manifested by involving a Chief of Executive Officer (CEO) in lecture, especially in delivering marketing and commercialization to the design approach. The students are required to attend classes and develop design based on the assigned theme/topic. A series of assessment rubric is presented to evaluate overall student performance based on the designed learning forms and criteria in the course.