wayflyer - Senior Credit Risk Data Scientist
Requirements
• Gets restless when a model is "good enough" but not great • 4+ years building and maintaining production-grade ML systems • Cares as much about code quality as the statistics behind it • Strong grip on predictive modeling and credit risk concepts (IV, ROC AUC, SHAP, PD, EAD, LGD, EL) • As comfortable in a modern monorepo (Python, SQL, Snowflake, dbt, and the rest of the stack) as a software engineer would be • Would rather walk a commercial stakeholder through a ROC AUC curve and make them care about the revenue impact than hide behind jargon • Uses AI as an accelerant, not a crutch • Comfortable owning outcomes, not just tickets • We hire for range • You'll need real depth on credit risk concepts (PD, EAD, LGD), a solid grasp of modelling techniques like IV and SHAP, and comfort working across Snowflake, dbt, ZenML, Dagster and Weights & Biases. Experience in automated lending, price sensitivity modelling or CLV is a strong plus. • Location and working policy • 📍Dublin HQ or London, hybrid. • 25 days off, plus public holidays. Private healthcare, life insurance, and a pension. Equity, because you should own a piece of what you're building. Generous parental leave for primary and secondary caregivers. 60 days a year to work abroad from wherever you want. • By submitting your application, you acknowledge that Wayflyer Limited will process your personal data for the purpose of evaluating your suitability for the role. Such processing is based on the need to take steps prior to entering into a potential employment agreement. To learn more about how we handle your personal data, you can contact our privacy team at [email protected] or review our privacy notice at https://wayflyer.com/privacy-notice.
Benefits
• 🌴 Time Off That Matters • Recharge with 25 days of paid annual leave, plus public holidays. • 🧘 Your Wellbeing • Access support and resources to support your wellbeing, including our Wellbeing @ Wayflyer ERG. • 🫀 Comprehensive Health & Protection • Stay covered with private healthcare, life insurance, and critical illness cover. • 👵 Secure Your Future with Our Pension Plan • Our pension plan helps you build a strong foundation for tomorrow, starting today. • 🍼 Family-First Policies • We provide a generous parental and adoptive leave program for both Primary and Secondary caregivers, ensuring you have the dedicated, fully paid time you need to focus on your family. • 💰 Share in Our Success • With our equity scheme, you're not just an employee; you're a stakeholder in our journey. • 🌴 Work From Abroad! • Enjoy the freedom to work remotely from anywhere in the world for up to 60 calendar days a year. • 📍Global Offices and Working Policy • 🇮🇪 Dublin, Our Buzzing HQ • Our headquarters operates a hybrid model. The number of in-office days depends on your team, but the majority of teams and our SLT are typically in 3-4 days per week, giving you valuable exposure to senior leadership. • 🇬🇧 London, One Big Family • 🇦🇺 Sydney, Small but Mighty • Our close-knit Sydney office has around 20 employees and follows a flexible hybrid model, fostering strong collaboration. • 🇺🇸 Charlotte, our new US-HQ • Charlotte is our US headquarters and the foundation of our North American growth. From our Uptown office, our teams collaborate closely, build relationships and drive impact across the region, with a setup designed for both focus and flexibility. • 🌍 Remote, Across the US & Europe • The majority of our Tech org works remotely across the UK and Europe, coming together throughout the year for off-sites, company kick off and technical kick off. We also have a growing number of remote team members across the US. • 💡 How We Handle Your Personal Data • By submitting your application, you acknowledge that Wayflyer Limited will process your personal data for the purpose of evaluating your suitability for the role. Such processing is based on the need to take steps prior to entering into a potential employment agreement. To learn more about how we handle your personal data, you can contact our privacy team at [email protected] or review our privacy notice at https://wayflyer.com/privacy-notice.
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