Pershiy Ukrayinskiy Mizhnarodniy Bank, AT / PUMB
QUALIFICATIONS AND EXPERIENCE:Required: Experience in statistical analysis and modeling, deep understanding of statistical methods, probability, econometricsKnowledge of SQL, ability to work with large volumes of data, including cleaning, processing and analysisKnowledge and experience using R, Python, SAS for modeling and analysisExperience with risk assessment models in corporate lending (ideally with Low Default Portfolio) Knowledge and experience in documentation and risk management of model
QUALIFICATIONS AND EXPERIENCE:
Required:
Experience in statistical analysis and modeling, deep understanding of statistical methods, probability, econometrics
Knowledge of SQL, ability to work with large volumes of data, including cleaning, processing and analysis
Knowledge and experience using R, Python, SAS for modeling and analysis
Experience with risk assessment models in corporate lending (ideally with Low Default Portfolio)
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Knowledge and experience in documentation and risk management of models in the banking sector
Experience in risk level stress testing, risk assessment scenarios
Desired:
- Implementation and tuning of ML and AI-based models for risk prediction
Your ROLE:
- Development of risk management tools: creation of scoring maps, decision trees, neural networks and other methods for credit risk assessment
- Validation and calibration of models: assessment of relevance and effectiveness of developed models, their regular updating in accordance with changes in the economic environment
- Strategic risk analysis: integration of risk tools into the bank's general risk strategy, analysis of the effectiveness of implemented strategies
- Credit risk modeling: Development and forecasting of PD (Probability of Default), LGD (Loss Given Default), and EAD models (Exposure at Default)
- Conducting stress tests: modeling stress testing scenarios to assess the impact of economic shocks on the credit portfolio
- Statistical analysis: analyzing the behavior of different customer segments based on historical data
Why PUMB?
- One of the best employers in Ukraine
- Professional and friendly team
- Interesting and dynamic project
- Worthy reward
- Continuous development competencies and opportunities for professional growth
- Medical insurance