Factual’s U.S. Places dataset is built from tens of billions of signals. Our raw data is stored in HDFS and processed using Hadoop. We’re big fans of the core Hadoop stack, however there is a dark side to using Hadoop. The traditional approach to building and running Hadoop jobs can be cumbersome. As our Director [...]