Pros
- ML models are part of the core product, having good and reliable models is a priority
- Extracting dataset from GitHub allows having a lot of clean data in big quantity
- Really good benefits (health, events, equipment/computers)
- Highly skilled team, in term of engineering, ML theory, and organization
- Good culture, lot of events with the whole company, that's really helpful to know each other well and to work together efficiently
Cons
- Working with source code raises a lot of privacy concern that we have to be careful about
- Not that much else (maybe the building lack a bit of man bathroom stall, but definitely not a big issue! )