Data Scientist Senior Associate
Summary
Senior data scientist on CommBank's Model Risk Validation team in Bengaluru, performing second-line validation of credit risk models (IRB, IFRS 9, stress testing) for regulatory compliance. Day to day: assessing data quality, model methodology and performance using SAS, R, Python and SQL, and communicating findings to stakeholders.
Job Title
Location
Business Team
Impact contribution
Roles Responsibilities
- Credit Model Validation- Perform validation activities assessing data quality, modelling methodologies, model performance and regulatory compliance across the model lifecycle for IRB, IFand Stress Testing models (including new models and ongoing post-implementation fit-for-purpose reviews).
- Stakeholder Engagement- Engage proactively with stakeholders including internal audiences and forums comprising model developers, owners and monitors to communicate findings, risks, and recommendations.
- Strategic Transformation Continuous Improvement- Contribute to strategic transformation and continuous improvement in the validation function, streamlining workflows, uplifting validation methodologies, and enhancing the quality, consistency and efficiency of validation outcomes.
Essential Skills
- 2-4 years of credit risk model validation or development experience on IRB, IFand stress testing models
- Demonstrated experience in end-to-end delivery of projects; and sound communication and time management skills.
- Tertiary qualifications, with above average academic achievements, in a quantitative discipline such as mathematics, statistics and econometrics.
- Programming skills in SAS, R, Python and SQL.
- Experience with the Basel regulatory standards regarding credit risk is essential
- Experience with and relevant APRA regulations on IRB, IFand stress testing is advantageous
- Expertise in using Jupyter notebooks or R-markdown, GitHub is a definite advantage
- Working knowledge of copilot, GPT, Claude etc. is a necessity
- Demonstrated skills in written and verbal communication, including ability to interpret and report complex material and make sound recommendations to a range of stakeholders
Education Qualification
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