With Java 8 now in the mainstream, Scala and Clojure are no longer the only choices to develop readable, functional code for big data technology on the JVM. In this post we see how SoundCloud is leveraging Apache Crunch and the new Crunch Lambda module to do the high-volume data processing tasks which are essential at early stages in our batch data pipeline efficiently, robustly and simply in Java 8.