1. You can apply for permanent residency under the extraordinary individual or highly qualified individual (if you have a specialty profession e.g. STEM)
2. Academic and non-profit jobs don't have a cap. You could take such a position and then apply for permanent residency.
3. You can apply for the green card lottery (I'm assuming you are born in France).