Experience working with advanced analytics, complex systems and optimization.
Experience in applying everything from logistic regression to more advanced methods like random forest, gradient boosting and deep neural nets to real problems with real data.
Experience performing analysis with large datasets.
Experience in Python, Java, R, SPSS Modeler, SQL and Hadoop/Spark.
Knowledge of Visualization tool such as Qlikview is an advantage
Knowledge in Powertrain area is an advantage.