Senior Product Manager, AI Infrastructure

📋 Job Overview

Transform healthcare with us. At Qualified Health, we're redefining what's possible with Generative AI in healthcare. Our infrastructure provides the guardrails for safe AI governance, healthcare-specific agent creation, and real-time algorithm monitoring, working alongside leading health systems to drive real change. This is more than just a job. It's an opportunity to build the future of AI in healthcare, solve complex challenges, and make a lasting impact on patient care. If you're ambitious, innovative, and ready to move fast, we'd love to have you on board.

🏢 About Qualified Health

Qualified Health is seeking a Senior Product Manager to own how the platform compounds: the core workflow primitives that every product is assembled from, the builder tools that let teams create assistants, abstractors, and workflows, and the scaling discipline that turns one-off builds into products that generalize. Builder tools are the velocity engine of our platform. This role makes the engine compound: a component built once for one application becomes a primitive available to every application after it.

🎯 The Role

This is a three-prong role. First, identify and productize the scalable primitives: the triggers, ingestion patterns, extraction steps, review gates, and serving patterns that recur across products, so they are built once, versioned, and reused everywhere. Second, make sure products ship scalable, not as one-offs: generalization requirements are set before build, and the second customer costs a fraction of the first. Third, drive the builder tools themselves: the roadmap for Workflow Factory and its sibling builders, and the runtime underneath them, including registries, config-driven backends, and the path from a built workflow to production.

✅ Key Responsibilities

• Own the roadmap for builder tools and core primitives, balancing customer commitments, internal builder needs, and platform reuse
• Build and maintain the primitive catalog: what exists, its interface, its version, and who consumes it
• Define and run the promotion process that turns per-customer builds into reusable platform components with clear interfaces
• Set generalization and scalability requirements at the start of every new product build, and enforce them at review gates
• Write complete acceptance criteria before work commits to a sprint; no ambiguity reaches engineering
• Own product requirements for the workflow registry, config-driven backends, and the build-to-production pipeline, in partnership with the Workflow Factory team
• Partner with infrastructure engineering on multi-tenancy, performance, reliability, and cost as product requirements, not afterthoughts
• Define success metrics for reuse and platform leverage (component adoption, time-to-second-deployment, share of new products assembled from existing primitives) and use them to drive prioritization
• Run intake and prioritization for builder tool asks from customer teams and internal builders
• Navigate healthcare regulatory requirements (HIPAA, data privacy, clinical safety) as first-order product constraints

📌 Required Qualifications

• Bachelors Degree in Engineering, Computer Science, or a related technical field
• 6+ years of product management experience, with 3+ years owning platform, developer tools, or infrastructure products
• Demonstrated pattern recognition across products: you have taken capabilities built for one customer or team and turned them into shared components others adopted
• Deep technical fluency: you can go toe-to-toe with engineers on workflow orchestration

⭐ Desirable Experience

No specific desirable experience mentioned.

🎁 Benefits

Benefits information not provided in the job description.

🛂 Visa & Eligibility

Visa and eligibility information not provided in the job description.