Data scientist@Amazon looking for advice from @ FB/G

I am a Data Scientist at Amazon and I am looking to connect with DS folks at FB/google/MS Would love to know how different the role and process is at those companies and what are the expectations. Have a couple of months for preparation. Happy to buy you lunch/coffee and discuss.