# Data Engineering

1. [Data engineers are not software developers - a comparison](https://betterprogramming.pub/data-engineering-is-not-software-engineering-af81eb8d3949)
2. [Different Types of data engineers](https://medium.com/coriers/different-types-of-data-engineering-teams-6a1056986d3)
   1. data infra
   2. data platform
   3. data engineers
   4. data governance
   5. BI & analytics

### [Cap theorem](https://towardsdatascience.com/cap-theorem-and-distributed-database-management-systems-5c2be977950e)

* [Cap](https://www.confluent.io/blog/turning-the-database-inside-out-with-apache-samza/) 2015
* [Cap is changing](https://www.infoq.com/articles/cap-twelve-years-later-how-the-rules-have-changed/)

![](https://lh6.googleusercontent.com/cDV78UprJnSuEkoqVRRzg9K_a8YlvYAQlJ_YDj6CRMqypYp0BwFkHhErzcMtt8h0LWKd4cPk3ftCpRyLTMxLNNxCNJ6nAUZNoEh0umdNzsAdIt0IUMDBJT_uvdWgD9UxHLpHisiS)