This was my experience and it has worked out really well for me. I've seen a few levels of scale (~120 people to start, ~1500 now), have worked in several different departments and touched nearly every area of the business. Incredible learning opportunities and ability to drive real change/results (which is a main argument for startups) while also having advantages of larger companies in terms of resources, training, pay etc.