[throwawaymarch8]

I can say anecdotally that my ranking on Kaggle helped me recently land a good data scientist job offer, transitioning from academia. I have spent a lot of time on Kaggle though, probably it would have been more efficient (but less fun) to spend that time spamming job boards and studying machine learning, stats, and computer science.