>if the only way of doing science is by using expensive apps only available to rich individuals or companies that are well off, well its quite limiting in who can gain an attractive amount of experience working with it.

The same might be said of all the expensive hardware and other facilities required for many STEM (and even other) courses. Electron microscopes and MRI machines (and exotic computer hardware) are scarce resources however you look at it.