Data science and big data majors are becoming increasingly important, however, personnel cultivation plans vary and the quality is uneven among universities and colleges. We analyze personnel cultivation plans of 14 representative colleges and universities at home and abroad, make some comparison in terms of cultivation objectives and curriculum setting, summarize the present situation and put forward some suggestions on how to design a proper personnel cultivation plan for data science and big data majors.