Be sure to check out Joseph's keynote talk below, under 10 minutes long, summarizing how, in the emerging new Data Science Economy, data scientists are able to monetize their skills - at scale, in the cloud - just like app developers have been able to do for several years now.
Joseph blogged about this topic yesterday, for those of you interested in more details on how Azure ML makes this possible.
ML Blog Team