This paper discusses the necessity and importance of cultivating data literacy in data lifecycle. It sorts out the current situation of data literacy training. At the same time, the paper points out that in different disciplines, it is not necessary to emphasize the unified standard of data literacy training, but should explore the core data literacy according to the discipline attributes, so as to apply it to the data lifecycle of scientific research.