Pros
Algorithmia is tackling a tough problem in IT today - namely, how to scale up and manage machine learning models at scale. The solution is unique, the problem space is compelling and the value unlocked from what we do is huge. The company has a very positive corporate culture and the leadership, while young and learning fast, knows their stuff and has a great vision for what Algorithmia can do. This company has a ton of promise and if you join in the early stages, you will be working for one of the key players in the machine learning industry.
Cons
Not really cons but advisements - you're going to work harder here than you ever have before. This is a cutting edge startup so you will succeed by getting in, getting your hands dirty and working your butt off.