There usually isn't a one-size-fits-all. If I'm looking to fill a very junior role, then I expect to see some kind of education in data science because those programs are now abundant. If it's a slightly more senior role, then the education background can be a little broader and include people who've studied math, economics, or statistics. So, it depends, but from the perspective of someone in marketing and general consulting, I like a quantitative background.