Data Scientist
1 week ago
What youll do :
- Independently validate models across multiple financial domains, including consumer and commercial credit risk, marketing, fraud, account management to ensure their accuracy, reliability, and compliance.
- Utilize Google Cloud Platform (GCP) to enhance efficiency by automating workflows and improving process integration.
- Execute AI validation projects, contributing to their conceptualization, planning, and successful implementation in alignment with organizational goals.
- Engage with various departments to ensure cohesive strategy implementation, sharing insights, and fostering a collaborative work environment.
- Contribute expertise to the development of policies that guide AI practices and model risk management, ensuring regulatory compliance and ethical standards.
- Stay current with industry best practices and regulatory guidelines related to model risk management.
What Experience You Need :
years of experience in developing and/or validating models, with a good understanding of industry-specific requirements and challenges.
- Demonstrated expertise in AI techniques (Machine learning, natural language processing, deep learning) and their applications.
- Experience with ML libraries such as TensorFlow, Keras, PyTorch, Scikit-learn, or equivalent is recommended.
- Advanced level programming in Python and SQL.
- Strong interpersonal skills with the ability to build effective relationships and collaborate effectively with partners.
- Experience collaborating with partners, stakeholders, and teams across multiple geographies and levels of the organization.
- In-depth knowledge and practical experience in credit risk and fraud models.
- Masters degree or higher in Statistics, Mathematics, Engineering, Economics, Data Science, or other relevant discipline, demonstrating a high level of expertise and commitment to the field.
What could set you apart :
- Familiarity with regulatory requirements and guidelines related to Model Risk Management.
- Prior regulatory modeling development experience including ECL, Stress testing, CECL/IFRS9.
- First-hand experience on cloud-based platforms including GCP & AWS.
- Excellent communication and presentation skills.
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