Jobs · Business Development · Virginia

Model Validation Lead

Guidehouse · Arlington, VA · 2 wk ago
On-siteBusiness DevelopmentFull-time

Key Responsibilities

  • Lead end-to-end model validation activities for ML, AI, and advanced analytical models
  • Define and oversee validation frameworks covering conceptual soundness, data integrity, methodology, performance, bias, and stability
  • Review and challenge model assumptions, feature engineering, training approaches, and performance metrics
  • Audit and evaluate model robustness, sensitivity, and limitations across operational scenarios
  • Evaluate model explainability, transparency, and interpretability for technical and non-technical stakeholders
  • Partner with MLOps and engineering teams to ensure models are production-ready and compliant with governance requirements
  • Establish validation documentation standards, review artifacts, and approval processes
  • Serve as a technical authority within analytics and AI engagements
  • Advise clients on model risk management, AI governance, and responsible AI practices
  • Mentor junior staff and serve as a technical authority within analytics and AI engagements

Qualifications

  • An ACTIVE and MAINTAINED "SECRET" Federal or DoD security clearance
  • Bachelor’s degree in Mathematics, Statistics, Computer Science, Engineering, Economics, or a related quantitative field
  • FIVE (5) or more years of experience in model validation, model risk management, data science, quantitative analysis, or advanced analytics
  • Experience validating ML, statistical, and predictive models in regulated or high-risk environments
  • Experience in Python and analytics tooling used to assess, test, and challenge models
  • Experience working with large-scale datasets and complex analytical pipelines
  • Experience leading small teams or workstreams and interfacing directly with senior stakeholders

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