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In my brief experience, it’s all excel and Alteryx. The excel is kind of how you can best use it yourself as long as you get things done.
As long as you know excel (incl power pivot/query) you’ll be fine. Never seen sql or tableau used but alteryx and powerbi are helpful in processing large data sets so either are nice to know
Excel and the ability to understand the business context and it’s key drivers