Model Validation Lead
Tysons Corner, VA - USA
Job Summary
Job Family:
Data Science Consulting
Travel Required:
Clearance Required:
What You Will Do
As a Model Validation Lead you will provide technical and programmatic leadership for the independent validation governance and risk management of advanced analytics machine learning and AI models deployed in federal environments. You will lead model validation efforts supporting missioncritical use cases across defense and federal financial domains ensuring models are sound explainable compliant and operationally fit for purpose.
You will work closely with data scientists MLOps engineers system owners risk stakeholders and government counterparts to define validation standards execute reviews and ensure alignment with federal DoD and financial governance expectations.
Key responsibilities include:
Lead endtoend 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
Assess model robustness sensitivity and limitations across operational scenarios
Evaluate model explainability transparency and interpretability for technical and nontechnical stakeholders
Partner with MLOps and engineering teams to ensure models are productionready and compliant with governance requirements
Establish validation documentation standards review artifacts and approval processes
Support audits reviews and governance forums related to AI/ML risk and compliance
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
What You Will Need
An ACTIVE and MAINTAINED SECRET Federal or DoD security clearance.
Bachelors 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 highrisk environments
Experience in Python and analytics tooling used to assess test and challenge models
Experience working with largescale datasets and complex analytical pipelines
Experience leading small teams or workstreams and interfacing directly with senior stakeholders
What Would Be Great to Have
Strong understanding of model risk management concepts including governance documentation and independent review
Experience supporting the Department of Defense including exposure to Advana or enterprise analytics platforms
Handson experience validating models using federal financial budgetary accounting or audit data
Experience validating models deployed on Databricks (e.g. Spark MLflow)
Ability to translate technical findings into clear defensible conclusions for government and executive audiences
Exposure to models developed or operationalized in Palantir Foundry
Familiarity with MLOps practices and how validation integrates into CI/CD pipelines
Experience in Azure Government AWS GovCloud or other regulated cloud environments
Knowledge of Responsible AI fairness bias detection and explainability techniques
Experience supporting internal or external audits of AI/ML systems
Masters degree or PhD in a quantitative or technical discipline
What We Offer:
Guidehouse offers a comprehensive total rewards package that includes competitive compensation and a flexible benefits package that reflects our commitment to creating a diverse and supportive workplace.
Benefits include:
Medical Rx Dental & Vision Insurance
Personal and Family Sick Time & Company Paid Holidays
Position may be eligible for a discretionary variable incentive bonus
Parental Leave and Adoption Assistance
401(k) Retirement Plan
Basic Life & Supplemental Life
Health Savings Account Dental/Vision & Dependent Care Flexible Spending Accounts
Short-Term & Long-Term Disability
Student Loan PayDown
Tuition Reimbursement Personal Development & Learning Opportunities
Skills Development & Certifications
Employee Referral Program
Corporate Sponsored Events & Community Outreach
Emergency Back-Up Childcare Program
Mobility Stipend
About Guidehouse
Guidehouse is an Equal Opportunity EmployerProtected Veterans Individuals with Disabilities or any other basis protected by law ordinance or regulation.
Guidehouse will consider for employment qualified applicants with criminal histories in a manner consistent with the requirements of applicable law or ordinance including the Fair Chance Ordinance of Los Angeles and San Francisco.
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About Company
Guidehouse is the only scaled advisory consultancy in the world to fully integrate commercial and public or government businesses within each of our industry segments because complex problems require both perspectives to address and outwit.