That's why I never got a data science job. They all seem too close to the business (much closer than typical web app development), and that's a bad thing in my book.
My solution is to try to move "down the stack" and retrain to work with C++ and math-heavy jobs (computer vision, simulation etc.). From what I'm hearing, developers in those area have much less contact with the business side of company.