Manager - Data Science
- HDB Financial Services
- 3 - 10 years
- Mumbai
- 4 days ago
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Job Description
:"JOB ROLE
- Transforming raw data into actionable insights, building predictive models, and supporting data-driven decision-making across the organization.
- Review Scorecard Performance Model Outcome Analysis, Assumptions and model limitation, back testing.
- Inventory of Models, BRE rules for the model
- Build statistical model for predicting ECL movement,
- Model the portfolio performance of all products pre scorecard deployment and post scorecard deployment.
- Build model for collection flows and estimation of portfolio performance.
KEY RESPONSIBILITIES
- Analyze large datasets to identify trends, patterns, and opportunities for business growth and portfolio monitoring.
- Develop and deploy machine learning models for classification, regression, clustering, and recommendation systems.
- Collaborate with cross-functional teams to understand business requirements and translate them into data solutions.
- Design and implement data pipelines and ETL processes.
- Communicate findings through dashboards, reports, and presentations using tools like Power BI, Tableau, or Python visualizations.
- Build statistical model / scorecards
- Can do independent - statistical validation of scorecards
- Analyse reason for portfolio movement - Highlighting key changes in portfolio (basis model performance)
- Create model for predicting various parameters - ED movement / Probable ED flows, Tracking Write Off movement, recovery trends and probable losses modelling them for predicting future performance.
MANDATORY SKILLS REQUIRED
- Degree in Statistics / mathematics / economics with finance background will be an added advantage.
- Prior
Job Classification
Industry: Financial ServicesFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Manager - Data ScienceEmployement Type: Full timeContact Details:
Company: HDB Financial ServicesLocation(s): Mumbai+ View Contact
Keyskills: Economics tableau data science Machine learning power bi Deployment Mathematics Statistics Monitoring Python
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