I am almost positive this depends upon how socially active and adept the individual is, and if they specifically seek and join internal societies that work at p

I am almost positive this depends upon how socially active and adept the individual is, and if they specifically seek and join internal societies that work at promoting this sort of post-grad networking. I graduated from the Florida Institute of Technology and although I notice that Amazon is currently loaded with alumni from there, when I applied I received absolutely no "insider help" or whatever from anyone employed there.