The document discusses how Viacom scaled self-service analytics using Databricks and Apache Spark. It provides examples of recent sightings of key roles including data scientist, data engineer, and business analyst interacting with the single analytics platform. The platform allows for parameterized dashboards, a UDF library, and self-service capabilities to empower various roles. Feedback is welcomed via email or Twitter to the authors.