KPMG India

Analyst - Credit Risk

Bengaluru, KA, IN

2 months ago
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Summary

Job Description

Should have prior experience in model development, model validation or model monitoring with GSIBs or Indian Banks.

  • Good understanding of Credit Risk Model Development steps starting with exploratory data analysis, roll rate, vintage analysis, good/bad definitions, factor selections, logistic/ linear regressions including assumptions and limitations, scorecard calibration
  • Credit Risk Model Validation starting from data preparation and analysis, validation tests, back testing, scenario analysis, sensitivity analysis
  • Time Series analysis and forecasting
  • Economic Capital computation
  • Sound knowledge of IRB, IFRS 9, CECL, CCAR, SR-11-7, Scorecard, Wholesale & Retail Portfolio, credit card, CRD, CRR guidelines.
  • Regulatory Guideline - PRA, EBA, FED, HKMA


Responsibilities

Should have prior experience in model development, model validation or model monitoring with GSIBs or Indian Banks.

  • Good understanding of Credit Risk Model Development steps starting with exploratory data analysis, roll rate, vintage analysis, good/bad definitions, factor selections, logistic/ linear regressions including assumptions and limitations, scorecard calibration
  • Credit Risk Model Validation starting from data preparation and analysis, validation tests, back testing, scenario analysis, sensitivity analysis
  • Time Series analysis and forecasting
  • Economic Capital computation
  • Sound knowledge of IRB, IFRS 9, CECL, CCAR, SR-11-7, Scorecard, Wholesale & Retail Portfolio, credit card, CRD, CRR guidelines.
  • Regulatory Guideline - PRA, EBA, FED, HKMA


Qualifications

Strong quantitative and analytical skills with attention to detail and accuracy

  • A power user of Excel spreadsheet and PowerPoint. Acumen and demonstrated knowledge to use visualization tools (i.e., Power BI) will be advantageous
  • Investment banking product knowledge and other regulatory development around IB
  • SAS, Python, R
  • CA/MBA(Finance)/ M.SC (stats)
  • Certifications in CFA/ FRM

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