Lead - Data Science
Equifax
Date: 3 weeks ago
City: Bengaluru, Karnataka
Contract type: Full time
What You’ll Do
- Supervise and conduct validations of various models used across the organization
- Provide guidance and mentorship to junior team members, fostering a culture of collaboration and learning.
- Collaborate with stakeholders to improve model performance, interpret results, and provide actionable insights.
- Analyze complex data sets related to Consumer and Commercial banking on Google Cloud Platform(GCP) using Python and Bigquery
- Validate models developed using advanced machine learning techniques, ensuring accuracy and stability in predicting key outcomes.
- Develop and implement strategies to identify, quantify, and mitigate model risks.
- Contribute to the design and execution of model testing and monitoring processes.
- Understanding of key business and risk KPIs for retail banking products.
- 5+ years’ experience in handling BFSI analytics/developing models/validation/ implementing models/.
- Credit risk model development experience is a must.
- Python and SQL coding experience is a must have technical skill.
- Minimum of 1 year of experience in supervising projects and team members, demonstrating ability to successfully manage multiple projects and stakeholders simultaneously
- Strong knowledge of statistical methods, machine learning techniques including Ensemble techniques, deep learning.
- Familiarity with regulatory requirements and guidelines related to model risk management is a plus.
- Excellent communication skills to convey complex findings to non-technical stakeholders.
- Strong business acumen and strategic thinking
- High energy levels and ability to work in a fast-paced environment
- Strong interpersonal skills and ability to collaborate effectively with diverse teams across multiple geographies and levels of the organization
- Opportunity to use cutting-edge statistical/modeling tools across literally hundreds of data assets.
- Regulatory modeling development experience is good to have (ECL, Stress testing & IFRS9).
- First hand experience on cloud based platforms including GCP & AWS
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