degree in a quantitative discipline: Computer Science, Engineering, Data Science, Math, Statistics, or related fields 4+ years of industry experience in applying data science and modeling methodologies: regression model, survival model, ensemble modeling, NLP, recommendation algorithm, clustering, deep learning algorithm, experimental design (MultivariateA-B testing) and nonparametric Bayesian modeling, etc