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.
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.
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Location
London, United Kingdom
Compensation
£75k-£100k + Equity
Company
Gaia
Role overview
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 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 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 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.
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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.
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