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AI Product Mgr

Inova Health SystemFairfax, VA

Inova Health is looking for a dedicated AI Product Mgr to join the team. This role is Full-time Days working regular office hours Monday to Friday fully Remote.

This position is eligible for remote work for candidates residing in the following states – VA, MD, DC, DE, FL, GA, NC, OH, PA, SC, TN, TX, WV.

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:

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Committed to Team Member Health: offering medical, dental and vision coverage, and a robust team member wellness program.

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Retirement: Inova matches the first 5% of eligible contributions – starting on your first day.

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Tuition and Student Loan Assistance: offering up to $5,250 per year in education assistance and up to $10,000 for student loans.

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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.

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Work/Life Balance: offering paid time off, paid parental leave, flexible work schedules.

AI Product Mgr Job Responsibilities:

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Owns 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.

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Drives innovation to improve system performance, workflows, and patient outcomes.

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Ensures AI initiatives comply with IT architecture, institutional priorities, and regulatory standards.

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Leads cross-functional teams through the full AI product lifecycle using agile methodologies.

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Oversees vendor selection, solution design, data pipeline development, and implementation.

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Integrates AI tools into clinical and operational systems (e.g., Epic, ERP, CRM).

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Acts as a liaison between IT, clinical, analytics, and operational stakeholders.

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Translates technical requirements into business cases and communicate value to executives.

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Promotes user adoption through training, documentation, and change management support.

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Ensures compliance with HIPAA, cybersecurity, and model governance policies.

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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

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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).

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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.

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Leads continuous improvement efforts for AI tools and processes.

Minimum Requirements:

  • Education: Bachelor's degree Healthcare management, mathematics, economics, data science, engineering, or other quantitative data and analytics field (or 4 years relevant professional experience in lieu of degree)
  • Experience : 7 years in product management, with 3 years leading AI/ML products (supervised/unsupervised and/or GenAI/RAG) in a regulated or safety‑critical environment.
  • Certification : Epic certification (Resolute HB and/or Resolute PB, Prelude, Cadence)

Preferred Qualifications:

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Epic certifications in the following Applications:

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HIM

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EpicCare

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Ambulatory

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HOD

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Charge Router

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Tapestry

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Referrals and Authorizations

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