This paper aims at setting up a theory of science-based industry, discussing the patterns of technological innovation and the issues of industrial change. The paradigms of technological change are changing rapidly from engineering-based to science-based innovation and industry. New paradigms are clearly distinctive from old paradigms, and hence raises several issues of the theory of industry.