Senior Product Manager, AI Infrastructure

The posting, as Qualified Health PBC wrote it

Senior Product Manager, Infrastructure, Scaling & Core Workflow Primitives

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.

JOB SUMMARY

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.

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.

You are not the infrastructure owner. Engineering owns the runtime, the architecture, and their technical decisions. You are the scalability partner: the person who has written down what must generalize, who catches the one-off before it ships, and who owns the product definition of the primitives and the tools that assemble them.

Your success is measured by reuse. If the second product built on a primitive takes as long as the first, the role has failed.

You will sit on the Platform pod, reporting to the SVP of Product, and partner daily with engineering leadership, the Workflow Factory team, the data and analytics product manager, and peer product managers.

WHAT YOU WILL OWN

You own products, catalogs, and requirements. Engineering owns the domains.

• Core workflow primitives as a product: The catalog of shared components that workflows, assistants, and abstractors are assembled from. Each primitive is defined once, versioned, discoverable, and stable enough that engineering can refactor underneath without breaking the products built on top. You own what exists in the catalog, its interfaces, and its adoption.
• The promotion pat

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Experience shipping products in regulated environments (healthcare, finance, or similar)

• Excellent communication skills: you can explain platform tradeoffs to executives and product requirements to engineers, and you can influence teams you do not manage
• Comfort with ambiguity and ability to make decisions with incomplete information
• Able to work onsite in Palo Alto 3 days/week

Bonus: Understanding of healthcare operations or health system IT environments; experience with workflow engines (Temporal or similar), LLM agent frameworks, or design systems and component governance.

WHY JOIN QUALIFIED HEALTH?

This is an opportunity to join a fast-growing company and a world-class team that is poised to change the healthcare industry. We are a passionate, mission-driven team building a category-defining product. We are backed by premier investors and are looking for team members excited to do the best work of their careers.

Our employees are integral to achieving our goals, so we are proud to offer competitive salaries with equity packages, robust medical/dental/vision insurance, flexible working hours, hybrid work options, and an inclusive environment that fosters creativity and innovation.

OUR COMMITMENT TO DIVERSITY

Qualified Health is an equal opportunity employer. We believe that a diverse and inclusive workplace is essential to our success, and we are committed to building a team that reflects the world we live in. We encourage applications from all qualified individuals, regardless of race, color, religion, gender, sexual orientation, gender identity or expression, age, national origin, marital status, disability, or veteran status.

Pay & Benefits: The pay range for this role is $170,000 - $200,000 and will depend on your skills, qualifications, experience, and location. This role is also eligible for equity and benefits.

Join our mission to revolutionize healthcare with AI. To apply, please send your resume through the application below.