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Manager, Credit Model Development
SynchronyManager for Credit Model Development at Synchrony, overseeing model lifecycle from initiation to retirement. Engaging with Risk Management and developing models using machine learning techniques.
Tech Stack
Tools & technologiesAWSPySparkPython
About the role
Key responsibilities & impact- Managing the models through their lifecycle, from initiation to retirement.
- Exposure to activities focusing on model development, evaluation, validation, implementation testing and documentation.
- Opportunity to learn industry best practices in credit models’ development.
- SPOC for all assessment of the model by Risk Management team and external regulators.
- Credit risk model development using traditional logistic regression and machine learning techniques and detailed documentation.
- Validation and review of internal and external credit models by computing standard metrics.
- Deep dive and ad-hoc analysis to find root causes for model performance deteriorations.
- Support Model Risk Management team in completing their responsibilities including Model validation reviews, annual reviews, periodical assessment and rating of the model performance.
- Work with Credit strategy team to understand how the models are used in the strategies and suggest any changes that might be required in strategies or models.
- Provide analytic support on key business initiatives and develop a strong working knowledge of the data warehouse and applicable analytic data systems.
Requirements
What you’ll need- Master's/bachelor's degree in mathematics/Statistics, Operations Research, Economics, Any Engineering with at least 2 years experience in Consumer Credit or in lieu of a degree, 4+ years of experience in Consumer Credit and working knowledge of credit bureau data
- Experience in Python/Pyspark/AWS Sagemaker and basic knowledge of SAS
- Working knowledge of basic and advanced ML algorithms
- Basic understanding of Statistics and model performance KPIs
- Ability to decipher complex data and effectively present and communicate in a clear and concise manner
- Strong written/oral communication skills and ability to manage multiple projects simultaneously.
Benefits
Comp & perks- best-in-class employee benefits and programs that cater to work-life integration and overall well-being
- career advancement and upskilling opportunities
- Enhanced Flexibility
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
credit risk model developmentlogistic regressionmachine learning techniquesmodel validationmodel performance KPIsPythonPysparkAWS SagemakerSASadvanced ML algorithms
Soft Skills
communication skillsproject managementanalytical skillsproblem-solvingpresentation skills