The Skills Improvement League combines gaming and esports with technology training. This makes learning more enjoyable and provides a way for hiring companies to rank and microsegment candidates within the IT certification pool. We use machine learning to identify areas of improvement based on game performance and to tutor players during the learning process. Players compete as indivduals or teams for bragging rights, rankings, and cash prizes.