Data scientists pride themselves on the quality of their models, analyses, predictions and consider the task of putting this work into production as pedestrian and uninteresting. How much does it really matter if you choose Python, Julia, R, Java, or any other language for some task? Outside of the availability of packages and maybe performance characteristics,