Model Governance Manager
On-siteMumbai, Maharashtra, India
Job Summary
Review model development processes and documentation, providing constructive feedback for improvements. Monitor the performance of all models and conduct root cause analysis on issues, proposing solutions. Review UAT results for model deployments and lead meetings of the Model Governance Committee. Collaborate with analytics, product, and technology teams to manage the entire life cycle of models, including deployments and changes. Ensure compliance with all regulatory requirements related to model governance. This role reports to the Head of Data Quality & Model Governance in Mumbai. The position requires 6+ years of experience in core analytics within banking or consulting, including hands-on credit risk model development.
Required Qualifications
- 6+ years of experience in core analytics function of a large bank / consulting firm
- experience of model development and handling large data sets
- At least 6 years of experience in an analytics role in banking and financial services
- Hands-on experience in developing credit risk models
- Knowledge of different modelling frameworks like Linear Regression, Logistic Regression, Decision Tree
- Understanding of machine learning techniques and algorithms, such as Gradient Boost, KNN, etc.
- Strong programming skills in Python, SQL, and PySpark
Desired Qualifications
- Understanding of credit bureau
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