At BSides Boston 2016, Sqrrl’s Lead Security Technologist, David Bianco, and Director of Data Science, Chris McCubbin, gave a presentation about the importance of machine learning in the field of Cyber Threat Hunting. In this interview, we talk with them about how it relates to tools like UEBA, and where they see it taking the world of cybersecurity in the future. When used effectively, machine learning provides more accurate, effective insight into threats of all kinds. They predict that machine learning will soon take hold as a major influencing factor on organizations’ Security Operations Center workflows. In addition to their presentation, David and Chris also provide code for anyone interested in taking a hands-on approach to machine learning.