Experience in application of statistical modelling, machine learning, data mining, unstructured data analytics in corporate / academic research
Experience in machine learning and statistical techniques such as classification, clustering, regression, statistical inference, collaborative filtering, natural language processing, experimental design, social networking analysis, feature engineering etc
Proficiency in statistical and other tools/languages - e.g., R, SAS, Python and familiarity with relational databases and intermediate knowledge of SQL.
Hands on experience in developing and delivering machine learning models that work in a production setting
