Manager – Capital Markets Risk & Data Analytics
Matrix Global
- ישראל
- משרה קבועה
- משרה מלאה
- Lead the development and optimization of risk models related to sanctions, fraud, and AML within capital markets.
- Oversee model tuning activities, ensuring alignment with regulatory expectations and internal risk frameworks.
- Collaborate with cross-functional teams to document model performance, tuning methodologies, and present findings to senior leadership and regulators.
- Drive innovation in data analytics by leveraging advanced statistical and machine learning techniques.
- Manage and mentor a team of data analysts and modelers, fostering a culture of excellence and continuous improvement.
- Ensure robust governance and version control practices across all modeling activities.
- Proven experience in capital markets risk, with a strong understanding of banking products, trading systems, and regulatory requirements.
- Expertise in model tuning methodologies and tools, particularly in the context of financial crime and compliance.
- Advanced degree (Master’s or Ph.D.) in statistics, economics, finance, mathematics, or a related quantitative discipline.
- Proficiency in Python and SQL, with demonstrated ability to work with large datasets and automate analytical workflows.
- Strong background in classification models including logistic regression, multinomial logit, and tree-based algorithms (e.g., XGBoost, LightGBM, Random Forest).
- Familiarity with version control systems such as GitHub.
- Excellent communication skills, with the ability to translate complex analytical findings into actionable insights for diverse stakeholders.
- Ability to thrive in a dynamic environment with shifting priorities and multiple concurrent projects.