Avantages
Flexible work schedule, minimal micro-management, decent benefits, ability to work from home. There are A LOT of very intelligent folks here, who are very passionate about big data, analytics, fraud, etc. Many of them have PhDs and are not the most social folks you've ever met. This is a company that values direct answers and self management. This is also a company that I believe is going to be better and bigger, but a little awkward right now.
Inconvénients
If you succeed, everyone succeeds with you, if you fail, you fail alone. Very little, if any direction from management, or leadership for that matter. There is a lack of communication from leaders, no road maps, and terrible performance review process. Pays well, but little to no raises once you're in. Also, it's a constant battle to acquire resources.