AI Product ManagerInova Health System • Fairfax, VA, United States
AI Product Manager
Inova Health System • Fairfax, VA, United States
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job_description.job_card.job_descriptionOwns the systemwide AI product portfolio and investment cases; sets multi-year roadmap and success metrics tied to quality, access, safety, clinician experience, and affordability. Chair product councils and approve model release gates and decommissioning Drives innovation to improve system performance, workflows, and patient outcomes. Ensures AI initiatives comply with IT architecture, institutional priorities, and regulatory standards. Leads cross-functional teams through the full AI product lifecycle using agile methodologies. Oversees vendor selection, solution design, data pipeline development, and implementation. Integrates AI tools into clinical and operational systems (e.g., Epic, ERP, CRM). Acts as a liaison between IT, clinical, analytics, and operational stakeholders. Translates technical requirements into business cases and communicate value to executives. Promotes user adoption through training, documentation, and change management support. Ensures compliance with HIPAA, cybersecurity, and model governance policies. Accountable owner for privacy by design and security by design in AI products; ensure PHI safe architectures for RAG / GenAI; partner with Security, Compliance, and Legal on threat modeling (prompt injection, data leakage, model inversion) and maintain incident playbooks Defines and monitors post-deployment surveillance (drift, bias, safety signals); triggers retraining, data remediation, or rollback; publishes product KPIs (quality, throughput, user adoption, ROI) and cost to serve (cloud / LLM tokens). Manages model retraining, decommissioning, and lifecycle optimization. Owns TCO and budgets for AI products, including cloud, model hosting, labeling, and commercial LLM usage; leads build / buy / partner analyses; negotiates vendor MSAs / BAAs with measurable SLAs. Leads continuous improvement efforts for AI tools and processes. Education : Bachelor's degree; or Associate's degree and 2 years relevant professional experience in addition to the minimum experience required; or HS Diploma / GED and 4 years relevant professional experience in addition to the minimum experience required Experience : 7 years in product management, with 3 years leading AI / ML products (supervised / unsupervised and / or GenAI / RAG) in a regulated or safetycritical environment Previous product management in a healthcare environment preferred.
Inova Analytics is looking for a dedicated AI Product Manager to join the Team. This hybrid role will be full-time day shift working Monday - Friday.
The AI Product Manager owns the enterprise AI product portfolio across clinical and business domains. Sets vision, strategy, and roadmap; makes release / rollback decisions; and leads crossfunctional squads (data science, engineering, security, compliance, clinical operations) to deliver safe, equitable, and scalable AI. Accountable for model lifecycle (from data provenance and validation through postdeployment monitoring and retirement), fiscal outcomes (TCO and cloud / LLM consumption), and governance (bias, privacy, transparency).
Inova is consistently ranked a national healthcare leader in safety, quality and patient experience. We are also proud to be consistently recognized as a top employer in both the D.C. metro area and the nation.
Featured Benefits :
- Committed to Team Member Health : offering medical, dental and vision coverage, and a robust team member wellness program.
- Retirement : Inova matches the first 5% of eligible contributions - starting on your first day.
- Tuition and Student Loan Assistance : offering up to $5,250 per year in education assistance and up to $10,000 for student loans.
- Mental Health Support : offering all Inova team members, their spouses / partners, and their children 25 mental health coaching or therapy sessions, per person, per year, at no cost.
- Work / Life Balance : offering paid time off, paid parental leave, flexible work schedules, and remote and hybrid career opportunities.
AI Product Manager Responsibilities :
Minimum Qualifications :
Preferred Qualifications :
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