Where Kaggle meets the real world Unsupervised

What is the difference between a data competition and the day to day work as a data scientist? what lessons and tricks can we learn from Kaggle and what pitfalls should we look out for? Nir Malbin, a Kaggle Master and one of the first kaggle competitors in Israel would share with us his thoughts and insights from his long time experience at Kaggle.