Follow along w/ the video: http://www.youtube.com/watch?v=2SQ0O_oPpe4 How do data infrastructure, insights and products change when your user base grows by orders of magnitude? When should you move your user-facing data product off your laptop? (hint: now!) Does your data offer insights about the world at large, or is it just mirroring your early adopters? In this talk, I will share some of the data scaling lessons we've learned at LinkedIn, recount war stories (and close calls!) and document the evolution of the data scientist.