Middle/Senior Data Scientist, Risk/Fraud

Mô tả công việc

• Building 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 việc

• 5 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.