The essence of agile is that self-organizing, cross-functional teams sprint towards results in fast, iterative, incremental, and adaptive steps. This Wikibon Premium research note will focus on the extent to which agile methodologies have taken root in data science, the factors that may impede implementation of agile in data science, and the risks that agile may pose to the credibility and reproducibility of data science findings.