We went from only the idea of a nuclear bomb to using them in war in three years. We went to the moon in less than 10 years. With similar investments we can develop the needed people in a few years.

If we should is a good question: opportunity costs needs to be considered. The people who learn one job won’t have time to learn something else that is likely also useful.