Media companies that stream directly to customers require an infrastructure that can handle increasing demand for bandwidth, content delivery networks (CDNs), high performance media, and exabytes of data. During this presentation, we will focus on a single aspect of this complex equation: the data infrastructure and how using some of the common practices in modern data lake architectures can help streaming services deliver an excellent experience for their consumers.