Pacific Northwest National Laboratory's rich data sciences capability has produced novel solutions in numerous research areas including image analysis, statistical modeling, and social media (and many more!). See how PNNL software engineers utilize AWS to enable better collaboration between researchers and engineers, and to power the data processing systems required to facilitate this work, with a focus on Lambda, EC2, S3, Apache Nifi and other technologies. Several approaches will be covered including lessons learned.