Scientists, not hobbits, are the target of this fellowship. Most scientists spend at least half a decade of their early career in academia and will therefore use "Fellowship" the way it's used in academia.
One definition of "fellowship" is actually "a group of people meeting to pursue a shared interest or aim", which describes both the Sci-Founder Fellowship and the Fellowship of the Ring.