* you can try out a lot of things
* you can ask your colleagues (unfortunately, most of the time nobody will answer because nobody at Cluster Reply knows the answer even to a simple machine learning question)
Cons
* most colleagues have no expertise in machine learning
* few training opportunities
* nobody to ask advanced machine learning questions
* software development is a kindergarten