Polyglot Data Science

Instead of automating your data science, you could take a polyglot approach that combines the three common open source tools,  Mainly so you can get access to different libraries of solution value for your problem.  It is not that its hard to learn these languages, but the picky details can slow you down.  For the tech specialist only.  I can see the value, but like the idea of automating at least the bulk of the process.