More jobs:
Data Scientist
Job in
Irving, Dallas County, Texas, 75084, USA
Listed on 2026-06-05
Listing for:
Tata Consultancy Service Limited
Full Time
position Listed on 2026-06-05
Job specializations:
-
IT/Tech
Data Scientist
Job Description & How to Apply Below
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.
Roles & Responsibilities
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
Salary Range: $90,000 to $105,000 per year
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