indeed
Data Science & Risk Analyst
AW Rostamani
Dubai, UAE
Contract
Senior
Onsite
Discovered 1 weeks ago
Residual value forecastingFinancial risk analyticsPredictive modelingStatistical analysisFinancial modelingPython
Free
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Residual value forecastingFinancial risk analyticsPredictive modeling
Role Overview
Support residual-value forecasting, fleet risk analytics, pricing decisions, used-car operations, model governance, and automotive business reporting.
Work across commercial, finance, operations, IT, OEM, and used-car teams to translate analysis into business actions.
Key Skills for This Role
Residual value forecastingFinancial risk analyticsPredictive modelingStatistical analysisFinancial modelingPython
Full Job Posting
Role Overview
Support residual-value forecasting, fleet risk analytics, pricing decisions, used-car operations, model governance, and automotive business reporting.
Work across commercial, finance, operations, IT, OEM, and used-car teams to translate analysis into business actions.
Strategy and Forecasting
- Support the residual-value methodology and governance framework across business units.
- Prepare residual-value assumptions and depreciation curves for leasing, subscription, buy-back, manufacturer, and fleet programs.
- Forecast used-vehicle prices and depreciation using data, AI models, and UAE market intelligence.
- Analyze exposure by brand, model, fuel type, and fleet segment and prepare scenario analyses.
Data Science and Analytics
- Develop, calibrate, and maintain predictive, prescriptive, and generative AI models for forecasting, risk analytics, and predictive maintenance.
- Apply regression, gradient boosting, time series, and clustering techniques.
- Contribute to data pipelines, feature engineering, validation, back-testing, explainability, robustness testing, and MLOps workflows.
- Build dashboards using BI tools and prepare monthly risk packs covering exposure, trends, variances, and mitigation actions.
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