5+ years experience with data management, manipulation, and modeling
Extensive experience using a data science toolkit: Python, R
Familiarity with the properties of the major families of machine learning techniques (regression, decision trees, clustering, SVMs, neural networks, time series)
Must have experience with machine learning for anomaly detection