Senior - Data Scientist, Risk/Fraud

Mô tả công việcBuilding Machine Learning models using your core expertise;Collaborate with Product and Business to define the Machine Learning product;Collecting, cleaning, preparing data at large scale for modeling;Adding new features, exploring new approaches to keep pushing the model performance;Participating in productionizing Machine Learning models for live production;Designing, conducting A/B tests and analyzing the results for experiment insights;Building pipelines for continuously validating and updating models. Yêu cầu công việc5 years working experience with 3 years hands-on with ML, or 2+ years with Ph. D. degree;Good understanding of mathematical foundations of Machine Learning algorithms.;Have practical experience in applying Machine Learning in personalization, credit scoring or user behavior analysis;A builder. You go the extra mile to bring your prototypes to production;Strong product ownership. You take a high responsibility for what you build. You keep a high bar for product quality;Strong collaboration skills. You reach out to help other team members;Experience with credit scoring or financial service models is a plus.