AI Product Mgr

Inova • Fairfax, VA

2d • Remote

About The Position

Inova Health is seeking an AI Product Mgr to own the systemwide AI product portfolio and investment cases. The role sets a multi-year roadmap and success metrics tied to quality, access, safety, clinician experience, and affordability, and chairs product councils to approve model release gates and decommissioning. It drives innovation to improve system performance, workflows, and patient outcomes while ensuring initiatives align with IT architecture, institutional priorities, and regulatory standards.

The position leads cross-functional teams through the full AI product lifecycle using agile methodologies, overseeing vendor selection, solution design, data pipeline development, and implementation. It integrates AI tools into clinical and operational systems such as Epic, ERP, and CRM; connects IT, clinical, analytics, and operational stakeholders; translates technical requirements into business cases; and communicates value to executives. It also supports user adoption through training, documentation, and change management.

The AI Product Mgr ensures compliance with HIPAA, cybersecurity, and model governance policies. The role is accountable for privacy by design and security by design, including PHI-safe architectures for RAG/GenAI, and partners with Security, Compliance, and Legal on threat modeling and incident playbooks. It defines and monitors post-deployment surveillance for drift, bias, and safety signals, triggering retraining, data remediation, or rollback as needed. The role publishes product KPIs and cost-to-serve measures, manages model retraining, decommissioning, and lifecycle optimization, and owns total cost of ownership and budgets for AI products. It leads build/buy/partner analyses, negotiates vendor MSAs/BAAs with measurable SLAs, and leads continuous improvement efforts.

This is a full-time, day-shift position with regular office hours Monday through Friday, fully remote for candidates residing in VA, MD, DC, DE, FL, GA, NC, OH, PA, SC, TN, TX, or WV.

Requirements

• Bachelor's degree in healthcare management, mathematics, economics, data science, engineering, or another quantitative data and analytics field, or four years of relevant professional experience in lieu of a degree.
• Seven years of product management experience.
• Three years leading AI/ML products, including supervised/unsupervised and/or GenAI/RAG products, in a regulated or safety-critical environment.
• Epic certification in Resolute HB and/or Resolute PB, Prelude, or Cadence.

Nice To Haves

• Epic certifications in HIM, EpicCare Ambulatory, HOD, Charge Router, Tapestry, or Referrals and Authorizations.

Responsibilities

• Own the systemwide AI product portfolio and investment cases, and establish multi-year roadmaps and success metrics.
• Chair product councils and approve model release gates and decommissioning.
• Drive innovation that improves system performance, workflows, and patient outcomes.
• Ensure AI initiatives comply with IT architecture, institutional priorities, and regulatory standards.
• Lead cross-functional teams through the full AI product lifecycle using agile methodologies.
• Oversee vendor selection, solution design, data pipeline development, and implementation.
• Integrate AI tools into clinical and operational systems, including Epic, ERP, and CRM.
• Liaise among IT, clinical, analytics, and operational stakeholders.
• Translate technical requirements into business cases and communicate value to executives.
• Promote user adoption through training, documentation, and change management support.
• Ensure compliance with HIPAA, cybersecurity, and model governance policies.
• Own privacy by design and security by design for AI products, including PHI-safe architectures for RAG/GenAI.
• Partner with Security, Compliance, and Legal on threat modeling and maintain incident playbooks.
• Define and monitor post-deployment surveillance for drift, bias, and safety signals, and trigger retraining, data remediation, or rollback when needed.
• Publish product KPIs, including quality, throughput, user adoption, ROI, and cost to serve.
• Manage model retraining, decommissioning, and lifecycle optimization.
• Own AI product total cost of ownership and budgets, including cloud, model hosting, labeling, and commercial LLM usage.
• Lead build/buy/partner analyses and negotiate vendor MSAs/BAAs with measurable SLAs.
• Lead continuous improvement efforts for AI tools and processes.

Benefits

• Medical, dental, and vision coverage.
• Team member wellness program.
• Retirement plan with Inova matching the first 5% of eligible contributions, starting on the first day.
• Education assistance up to $5,250 per year.
• Student loan assistance up to $10,000.
• Mental health coaching or therapy for team members, spouses/partners, and children: 25 sessions per person per year at no cost.
• Paid time off.
• Paid parental leave.
• Flexible work schedules.

What This Job Offers

• Job Type: Full-time
• Career Level: Senior