Product Manager – Ambulatory Clinical AI Job at Carex Consulting Group (San Francisco)

Job Description

Carex is partnering with an AI Healthtech partner to hire a Product Manager – Ambulatory Clinical AI. This role is based in the Bay Area (Hybrid), requiring in-person collaboration. This position will play a critical role in shaping and delivering AI-driven clinical solutions embedded within ambulatory care workflows, enabling more personalized, efficient, and impactful patient care. This role focuses on leading the strategy, development, and execution of an ambulatory clinical AI product designed to integrate seamlessly into outpatient workflows. The Product Manager will drive innovation across the full care continuum, delivering intelligent, context-aware solutions that support clinicians without disrupting their workflow. Success in this role requires a hands-on, entrepreneurial mindset with the ability to operate in complex healthcare environments and deliver measurable outcomes at scale.

Job Responsibility

Own end-to-end product lifecycle including strategy, roadmap, execution, and go-to-market
Lead development of AI-driven clinical intelligence across ambulatory workflows (pre-visit through follow-up and panel management)
Build decision support tools that enhance clinical judgment while preserving clinician autonomy
Partner cross-functionally with engineering, clinical, design, and data teams to deliver high-impact solutions
Collaborate closely with health systems to validate product direction, iterate quickly, and drive adoption
Establish standards for responsible AI deployment in clinical environments with a focus on measurable ROI
Identify and address clinical, documentation, and coding gaps at the point of care
Deliver role-specific and specialty-specific recommendations across the ambulatory care continuum
Drive product adoption from pilot phases through enterprise-scale implementation
Define success metrics and continuously measure product performance and clinical impact

Requirements

5+ years of product management experience with strong healthcare domain expertise
Experience building and scaling products in inpatient or ambulatory clinical settings within large health systems
Proven track record of integrating products with major EHR systems (Epic strongly preferred)
Deep understanding of clinician workflows, challenges, and documentation burden
Demonstrated ability to take products from concept (0 to 1) through scale
Strong analytical skills with experience defining KPIs and measuring outcomes
Ability to collaborate deeply with engineering and design teams to prototype and ship products
Experience working across distributed and global teams

Nice to have

Experience building AI/ML or LLM-based healthcare products
Familiarity with prompt engineering, RAG, NLP, or clinical summarization tools
Understanding of AI safety, validation, and hallucination mitigation in clinical settings
Technical fluency including SQL and clinical data models (e.g., ICD-10, LOINC)
Knowledge of interoperability standards such as HL7 and FHIR
Experience with cloud platforms (Azure preferred, AWS acceptable)
Familiarity with healthcare regulations including HIPAA and clinical governance processes
Experience supporting clinical pilots, real-world evidence generation, and enterprise procurement cycles
Strong product intuition with the ability to simplify complex clinical and technical workflows
Self-starter mindset with comfort operating in ambiguity and making high-impact decisions quickly

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Product Manager – Ambulatory Clinical AI

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