Workflows and Memory - AI PM

Posted Yesterday
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San Francisco, CA, USA
Hybrid
Mid level
Artificial Intelligence • Healthtech • Machine Learning
Infinitus is building a conversational AI to enable healthcare businesses to communicate with each other efficiently.
The Role
Own product development for Infinitus Studio, a no-code healthcare AI agent platform. Responsibilities include defining agent workflows, context, entities, knowledge and memory systems; translating AI and ML advances into product features; conducting customer discovery; writing requirements; partnering with engineering; analyzing product usage; and shipping, measuring, and iterating on experiences while balancing performance, latency, cost, and healthcare requirements.
Summary Generated by Built In

Help Build the Future of Healthcare AI
Infinitus is AI communications in service of patients.

Healthcare is inherently complex and siloed. We’re pioneering agentic communications to connect the entire system — any stakeholder, any channel, inbound and out. The result is intelligent care that reduces patient anxiety, increases speed to treatment, and enables teams to scale impact without stretching resources.

Our system combines industry-leading safety guardrails with the largest dynamic knowledge graph built on millions of real-world interactions. It’s why 44% of the healthcare Fortune 50 trusts Infinitus to turn fragmented touchpoints into seamless care for better patient outcomes.

The Mission

At Infinitus, our mission is simple: create time for healthcare by making access, adherence, and affordability easier than ever. We’ve automated over 7 million calls and 100M+ minutes of conversation — saving millions of hours for patients and providers.

Backed by over $100M from top investors including Google Ventures, Kleiner Perkins, Andreessen Horowitz, and Coatue, we’re a team that challenges the status quo and moves fast at the intersection of AI and healthcare. Infinitus was recently named to Fast Company's World's Most Innovative Companies and Business Insider’s top startups in healthcare.

Studio is healthcare’s no-code AI agent platform. Every agent our customers deploy gets built there: teams define what an agent should do, pressure-test it across thousands of simulated conversations, connect it to the systems where healthcare work actually happens, and ship it to production, all without writing code.

We’re growing the team building Studio, and you’ll be a core part of that. You will join the team deepening and expanding our product portfolio, including:

  • The agent builder, where teams define an agent’s behavior and validate it against evals before it ever talks to a real patient, payor, or provider.

  • The system of context, the entities and knowledge layer that gives every agent the data, memory, and domain understanding our best human coordinators rely on.

  • Connectors, which plug agents into the CRMs, EHRs, and payor systems our customers already run on.

You’ll work alongside other product managers on Studio and side by side with an engineering team pushing the edge of what AI and ML can do. You’ll help decide how the latest breakthroughs actually show up in the product, and you’ll see them in customers’ hands in weeks, not quarters.

Your Impact

In your first year, you will:

  • Take a meaningful slice of Studio from idea to shipped, owning discovery, requirements, and launch for the areas closest to you.

  • Help build our system of context: shape how entities, knowledge, and memory work so agents bring real domain understanding into every conversation.

  • Turn what’s happening in AI into product. Track new models and techniques, and translate them into features that keep our agents sharper and more capable than anything else out there.

  • Make building an agent feel easy. Define how teams design, test, deploy, and refine agents without code, and make that experience faster with every release.

  • Stay close to customers and users, turning what you learn into a roadmap grounded in real needs, not guesses.

  • Partner with a deeply technical engineering team, staying current enough on AI and ML (including reading the research) to make sharp product and technical tradeoffs alongside them.

  • Use product analytics and usage data to decide what to build, what to cut, and where to double down.

  • Ship, measure, and iterate fast, balancing the performance, latency, and cost tradeoffs healthcare demands.

Your Skillset

We are looking for someone who has:

  • 4+ years of product management experience, with a track record of launching customer-facing products (not just internal tools).

  • Strong product sense and creativity. You form your own point of view on what to build and why, and you drive it forward without waiting to be told.

  • Genuine curiosity about AI: you actively learn on your own, through side projects, self-study, or staying close to the latest models and techniques.

  • A data-driven approach to decisions, with strong product analytics instincts.

  • A demonstrated ability to lead cross-functional teams through the full product development lifecycle.

  • Comfort working alongside a highly technical engineering team and keeping pace with a fast-moving AI space.

  • A hustle mentality: you move fast, get your hands dirty, and own whatever needs owning.

  • Excellent communication and presentation skills, with the ability to build buy-in across teams.

  • Experience writing clear requirements, managing backlogs, and driving work to done in tools like Jira or Linear.

Additional nice-to-have skills:

  • Experience at an early-stage or high-growth startup.

  • Prior experience building or launching AI agents, or working on AI and ML products.

  • Familiarity with knowledge graphs, retrieval, or data modeling.

  • Familiarity with healthcare (helpful but not required; we care more about AI curiosity and strong product instincts).

  • Proficiency wireframing and editing designs in Figma.

  • A degree in a technical discipline.

Why You’ll Love It Here

Please Note: the following benefits are for salaried employees

  • Hybrid work (SF office Mon/Tues/Thurs) + catered lunches (Bay Area Positions only)

  • Competitive salary, equity, and 401(k)

  • Wellness stipend & great benefits (medical, dental, vision)

  • Generous PTO & parental leave

  • Bi-annual offsites & a collaborative, mission-driven culture

What to Expect in the Interview Process

  • Apply & meet our recruiting team

  • Virtual interviews to showcase your skills

  • Final onsite loop to meet the team and get to know us better

  • Chat with our CEO

Curious to Learn More?

  • Read our Blog to hear from Infinauts about what we’re building

  • Discover how our company values (CODES) guide us

  • Follow our CEO, Ankit Jain, for industry updates

We’re building AI agents that tackle healthcare’s toughest problems and open new possibilities. Ready to join us? Let’s talk!

​​Infinitus Systems is committed to providing an environment of mutual respect where equal employment opportunities are available to all applicants and teammates without regard to race, color, religion, sex, pregnancy (including childbirth, lactation and related medical conditions), national origin, age, physical and mental disability, marital status, sexual orientation, gender identity, gender expression, genetic information (including characteristics and testing), military and veteran status, and any other characteristic protected by applicable law. Infinitus Systems believes that diversity and inclusion among our teammates is critical to our success as a global company, and we seek to recruit, develop and retain the most talented people from a diverse candidate pool.

Please Note: Applicants must be authorized to work in the US without employer sponsorship.

Skills Required

  • 4+ years of product management experience
  • Track record of launching customer-facing products
  • Strong product sense and creativity
  • Genuine curiosity about AI and active self-directed learning about models and techniques
  • Data-driven decision-making and strong product analytics instincts
  • Experience leading cross-functional teams through the full product development lifecycle
  • Comfort working with highly technical engineering teams and keeping pace with AI developments
  • Ability to work quickly, take ownership, and handle hands-on responsibilities
  • Excellent communication and presentation skills
  • Experience writing requirements, managing backlogs, and driving work to completion using Jira or Linear
  • Experience at an early-stage or high-growth startup
  • Experience building or launching AI agents or AI and ML products
  • Familiarity with knowledge graphs, retrieval, or data modeling
  • Familiarity with healthcare
  • Proficiency wireframing and editing designs in Figma
  • Degree in a technical discipline
  • Authorization to work in the United States without employer sponsorship
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The Company
HQ: San Francisco, CA
111 Employees
Year Founded: 2019

What We Do

We have built an AI platform aimed to deliver on the values of reducing time to therapy for patients while reducing the cost of healthcare in the US primarily by automating time consuming and tedious phone calls that plague the ecosystem. Healthcare is one of the biggest contributors to the US GDP and we are on a mission to reduce the complexity and spend on healthcare backoffices.

Why Work With Us

At Infinitus, you will have a unique perspective on the development of cutting edge technology while working with major players across the healthcare industry in the US.

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