Introduction to Big Data programming languages Professionals dealing with the analysis and manipulation of big data are faced with a major challenge in choosing the programming language used for this purpose. Not only do these analysts need to understand the problem and design the architecture, but language plays a vital role in the implementation and implementation of the program architecture.