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I would respectfully suggest that we don't need data innovation, we need data adoption. There are some really great methods and software for managing data out there already. We just need to get people to use them, rather than throwing $20/hr programmers at the problem.
Ok does that mean cheap programmers? Or expensive ones? My consulting rate (when I was a consultant) was $120/hr.