What do I need to download

What do I need to download to actually work in the field. I hear of too many things and don’t want to just have a pile of things and make it confusing. Could some give a structured list of what they have downloaded and I’m thinking data science and software engineering. How far must I go in to software engineering to correctly complement data science?