...and nothing of basic statistics? Data Science people want to know about your data pipeline and have some quantification of the quality of that data. Also, monitoring data pipelines for data integrity often relies upon a statistical test. You don't need to go as far as Bayesian but you do need to understand when a median goes way off or if it bi-modal, etc.