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Data Scientist - Model validation

2 - 6 years

0 Lacs

karnataka

Posted:1 week ago| Platform: Shine logo

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Skills Required

artificial intelligence machine learning sas sql python r communication skills project management business knowledge model architecture review quantitative programming machine learning algorithms financial models credit processes

Work Mode

On-site

Job Type

Full Time

Job Description

As a member of the Model Risk Management and Validation Group (MRM&V) team, your role will involve performing independent analytical reviews and validations of various models. Your responsibilities will include: - Performing independent review and model validation of Artificial Intelligence and Machine Learning (AI/ML) models. - Conducting model architecture reviews, theoretical soundness assessments, and performance evaluations. - Writing validation reports containing and explaining the analyses performed along with their results. - Presenting the reports and findings to various review/approval committees and other modeling teams. - Developing creative approaches to effectively communicate complicated concepts, model validation results, and analyses to stakeholders. - Participating in peer brainstorm review sessions and assisting other MRM&V members in problem-solving. - Working closely with cross-functional teams, including senior model validators, model developers, risk officers, and business units, to ensure models are effectively integrated into business decision-making processes. - Representing the Model Risk Management team in interactions with regulatory agencies. Work Location: Bangalore/Hyd/Chennai Qualifications: - 2 or more years of experience in model development or validation. - Familiarity with essential quantities techniques used in financial models. - Quantitative programming skills (e.g., SAS/SQL, Python, R, etc.). - Knowledge of Machine Learning algorithms in model development or validation is a plus. - Very good communication skills (both verbal and written), solid project management skills, and the ability to multitask. - Good business knowledge and familiarity with consumer/small business/commercial banking products, operations, and credit processes. - Experience in profitability models will be a plus. - Prior experience in delivering both written and verbal communications to a senior management audience and developing constructive relationships with a wide range of stakeholders.,

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