More jobs:
Data Scientist
Job in
Irving, Dallas County, Texas, 75084, USA
Listed on 2026-06-26
Listing for:
Tata Consultancy Services
Full Time
position Listed on 2026-06-26
Job specializations:
-
IT/Tech
Data Scientist
Job Description & How to Apply Below
Job Description
We are seeking a skilled model validator with strong coding and statistical modeling experience to evaluate and improve quantitative models within a financial organization.
Must Have Technical/Functional Skills- Technical Proficiency: Strong coding skills in languages like Python, and SQL; experience with machine learning libraries (e.g., Tensor Flow, PyTorch, scikit-learn).
- Statistical Expertise: Deep understanding of statistical modeling, probability, and advanced mathematical concepts.
- Domain Knowledge: Understanding of financial regulations (e.g., SR 11-7, CECL, CCAR) if working in banking.
- Soft Skills: Excellent technical writing and stakeholder communication; the ability to explain complex quantitative risks to non-technical business partners and legal/compliance teams.
- Model Validation: Conduct independent reviews and testing of quantitative models, including design approach, sampling approach, sensitivity analysis, and robustness checks.
- Risk Assessment: Assess models for conceptual soundness, data limitations, and quantitative biases (e.g., fairness and ethical AI standards).
- Compliance & Governance: Ensure all modeling life cycles align with internal MRM frameworks and regulatory mandates.
- Effective Challenge: Provide constructive, actionable feedback and challenges to model developers regarding model design and limitations.
- Documentation: Author comprehensive validation reports and maintain documentation for audit purposes and senior management review.
$90,000 to $105,000 per year
Qualifications- Bachelor of Computer Science
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