Senior Data Scientist, Predictive Modeling, Credit & Risk

What you'll do

• Improve core credit and risk models through incremental advancements.
• Design and deploy advanced machine learning models using various techniques.
• Validate new modeling ideas in production to measure their impact.
• Build rigorous evaluation frameworks for guiding model iteration.
• Translate successful work into reusable patterns across other teams.
• Ensure models are production-ready, scalable, and maintainable.

What we're looking for

• 5+ years of experience building and deploying predictive models in production.
• Expertise in modern machine learning techniques like LightGBM/XGBoost, neural networks.
• Strong statistical intuition with ability to reason about bias/variance tradeoffs.
• Fluency in Python and SQL with a focus on production-quality coding standards.
• Proven track record of delivering iterative improvements to predictive models.