I had exactly this way of thinking last year and began specializing myself: github.com/glouw/ensim4

I reckon moving forward software will became an applied tool to the applied sciences. I mean, it always has been, but the barrier to entry has lowered for the easily verifiable, and that is programming, and not the problem being solved