You will architect the "Gaia Orchestrator," a mission-critical framework automating care navigation, financing, and risk tracking for the $20bn fertility market. As an AI-native engineer, you'll leverage LLMs to build autonomous operations layers and real-time underwriting engines, directly enabling families to afford life-changing treatments through innovative fintech and healthcare solutions.
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Product Engineer at Gaia.family
Help solve the $50k upfront cost barrier to IVF by building the infrastructure that makes family-building accessible to everyone. You will own the Gaia Orchestrator and develop AI-native operations layers using tools like Cursor and Claude. This is a unique opportunity for an engineer with 5+ years of experience to join a mission-driven team where AI isn't just a feature, it's the core of how they ship life-changing products.
About this role
Role overview
About the company
Healthcare
Gaia Fertility Limited, trading as Gaia Family, is a fertility fintech company that provides personalized IVF financing, insurance, and support services. It offers all-inclusive Gaia Plans covering treatments like IVF, egg freezing, egg donation, and embryo batching, with built-in protection against adverse outcomes, flexible payment options, and concierge support to make fertility journeys more accessible and affordable.[1][2][3][8]
What you'll do
What you will do
- Architect the Gaia Orchestrator to automate complex workflows between patients, clinics, lenders, and insurers using state machines and deep integrations.
- Build and extend an AI-native operations layer using LLM-powered agents to handle compliance, member workflows, and internal risk tracking.
- Develop a real-time underwriting engine and predictive modeling pipelines to assess clinical and financial data for outcome-based pricing.
Who you are
Who this is a fit for
- 5+ years of full-stack experience in startup environments, with strong proficiency in Python (Frappe) and TypeScript (React/Next.js).
- AI-native mindset with proven experience integrating LLM APIs and using AI tools like Cursor or Codex as a core part of your daily workflow.
- Experience building in highly regulated or complex domains such as fintech or healthcare, with an understanding of HIPAA and SOC 2 constraints.
Why this role
Why this role is remarkable
- Build meaningful infrastructure that directly helps families afford IVF, turning a $50k upfront bill into an accessible financial plan.
- Join a Series B startup backed by world-class investors like Atomico and Valar Ventures, operating in a high-growth $20bn market.
- Work in a truly AI-native environment where tools like Claude Code and Cursor are core to the engineering workflow, not just side projects.
Jack & Jill
How Jack & Jill work together
I get to know what you’re great at, then find roles you’d never find yourself.Ok, I'll go first. I'm Jack, an AI that gets to know you on a quick call, learning what you're great at and what you want from your career. Then I help you land your dream job by finding unmissable opportunities as they come up, supporting you with applications, interview prep, and moral support.
I recruit from Jack’s network and make the intro when I spot a great match.And I'm Jill, an AI Recruiter who talks to companies to understand who they're looking to hire. Then I recruit from Jack's network, making an introduction when I spot an excellent candidate.
Meet Jack
Jack gets to know what you're great at and what you want next, then searches 15 million jobs daily and helps you discover roles at companies like this.
How does this work?
Jack’s an AI agent for job searching and career coaching. He works for you.
Jill is the AI recruiter working for the company. She recruits from Jack’s network.
If it’s a match and the company wants to meet you, they’ll make the intro. In the meantime, if you’d like, Jack will send you excellent alternatives.