The Future of Machine Learning

I don't think tools will ever replace engineers, right? Pushing the boundaries of what's possible machine learning is always something machine learning engineers can be working on. And I think also like it frees up data scientists perhaps to think about even higher level problems, right? Like where can we deploy machine learning at a company level scale and abstractly generalize things. So living at that level abstraction would be interesting for machine learning teams going forward.