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NVR, Inc. · 19 hours ago

Principal Advanced Analytics Engineer

Reston, VA

Full-time

Onsite

Lead/Staff

8+ years exp

NVR, Inc. is seeking a Principal Advanced Analytics Engineer to work on-site in Reston, VA. In this role, you will set technical standards and lead the design, development, and productionization of Microsoft-based AI, ML, and BI solutions, collaborating with business leaders to turn complex data into actionable decisions while mentoring engineers and championing responsible AI.

Commercial Real EstateConstructionFinancial ServicesInsuranceReal EstateReal Estate Investment

No H1B

Responsibilities

Work with business stakeholders and senior technology leaders to design and implement AI/ML predictive and prescriptive models, ensuring business fit and technical viability

Define and enforce engineering standards, design patterns, and quality checks for advanced analytics

Implement CI/CD for ML, including model versioning, automated testing, monitoring, drift detection, and retraining using Fabric + Azure ML

Ensure Responsible AI practices: fairness, bias detection, explainability, and compliance

Design enterprise data models (dimensional/star schemas) supporting BI and Data Agents

Collaborate with analytics and insights teams to deliver efficient and reliable data solutions

Ensure data security, access control, lineage, and adherence to corporate standards and privacy regulations

Research new and evolving ML, AI, and BI capabilities and introduce them to the team and users

Mentor Data Analytics Engineers on problem-solving, best practices, and career growth

Qualification

Microsoft Analytics ToolsetML/AI solution architectureCI/CD for MLDimensional/star schema designData security compliancePythonCustomer service skillsMentoring engineersEffective communication

Required

8+ years in data engineering/analytics roles, with at least 3 years in ML/AI solution architecture

Effective communication, customer service, and engagement skills

Advanced skills in Microsoft Analytics Toolset (Fabric, Azure ML, Azure Synapse, Azure ADF, Power BI, Lakehouse, Warehouse, Notebooks, Pipelines, Dataflows, Spark, Python)

Experience training, validating, and deploying predictive and generative AI models (LLMs) with Fabric + Azure ML

Skilled in dimensional/star schema data model design for use by Data Agents and BI applications

Hands-on experience with CI/CD for ML, model versioning, monitoring, and retraining using Fabric/Azure ML

Experience ensuring data security, lineage, access control, and compliance with corporate standards and privacy regulations