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Technical Advisory & Quality Assurance:

  • Serve as senior technical reviewer across active projects, identifying structural risks like data leakage and distribution shift.
  • Challenge assumptions at the design stage regarding feature selection, target variables, and validation approaches.
  • Provide specific actionable feedback rather than general guidance.

Strategic Business Partnership:

  • Partner with DS managers and business stakeholders to assess opportunity areas and scope modeling applications.
  • Help stakeholders understand data science capabilities and prioritize investments based on feasibility.
  • Bridge technical execution and business strategy by framing model outputs in operational terms.

Mentorship & Community Leadership:

  • Mentor data scientists and senior modelers across USDS, providing technical expertise and business acumen.
  • Develop shared standards for code review, documentation, and reproducibility.
  • Model intellectual rigor and humility, especially under organizational pressure.

Liberty Mutual

Liberty Mutual is a diversified insurer offering a wide range of insurance products to individuals and businesses. The company has a large workforce and fosters a culture focused on innovation, inclusion, and professional development, with a strong emphasis on community and employee well-being.

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