Every Python developer knows some or all of these libraries, because they’re stable, reliable, and excellent at what they do.

Editor's Note: APYs listed in this article are up-to-date as of the time of publication. They may fluctuate (up or down) as the Fed rate changes. CNBC Select will update as changes are made public.