As a senior data scientist in ERP team, you will help design, enhance, and build next generation fraud detection solutions in an agile development environment. Translate business problems into technical data problems while ensuring key business drivers are captured in collaboration with product stakeholders. Build needed data transformations on structured and unstructured data. Build and experiment with modeling and scoring algorithms. This includes development of custom algorithms as well as use of packaged tools based on machine learning, data mining and statistical techniques. Devise and implement methods for adaptive learning with controls on effectiveness, methods for explaining model decisions where necessary, model validation, A/B testing of models. Devise and implement methods for efficiently monitoring model effectiveness and performance in production.