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Gaia

Product Engineer

London
Β£75k – Β£100k/yr
Posted 1 day ago
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About Gaia

Mission: A world where anyone who wants a family can try.

We're transforming fertility care from the ground up to make it more accessible. At Gaia, we believe that when it comes to starting a family, financial barriers shouldn't determine who gets to try. We're building the technology infrastructure that makes fertility treatments available to everyone, not just the fortunate few who can afford a $50k bill upfront.

The Challenge We're Solving

Fertility affects 1 in 6 people, yet only 2% of babies are born via IVF. We're changing that by making fertility care 10x better, with 2x better outcomes, at half the cost.

Our founder experienced this firsthand - going through IVF and having a child because he could afford a $70k bill. Most people can't. We're here to change that reality.

What You'll Build

You will not be just building software - you will be architecting the infrastructure that makes family building accessible to everyone. This is where fintech meets healthcare in the most meaningful way possible.

🎯 The Gaia Orchestrator

Our internal framework that automates care navigation, financing, clinic operations, and risk tracking across a complex ecosystem of patients, clinics, lenders, and insurers. You'll own real slices of this - state machines, workflows, and integrations with external systems that weren't designed to talk to each other.

🧠 AI-Native Operations Layer

We use AI not as a feature but as infrastructure. Our ops, compliance, and member workflows run on LLM-powered agents and scheduled routines. You'll build and extend these - not just consume them.

⚑ Real-time Underwriting Engine

Predictive modeling in a risk layer no one else has touched, adapting to patient and clinical data to make fertility care financially accessible. You'll work on the models and the pipelines that feed them.

πŸ’™ Member-Facing Experiences

Crafting the moments that matter most - from pre-cycle intake to outcome reporting. People come to Gaia at one of the most vulnerable points in their lives. The experiences you build will shape how that feels.

The Technical Reality

We're building in a space that's:

  • πŸ”’ Highly regulated: Healthcare and finance bring an interesting combination of complex regulatory and safety concerns. HIPAA, SOC 2 Type II, and PHI are first-class constraints, not afterthoughts. If you've built in regulated environments, you'll hit the ground running.
  • ❀️ Emotionally charged: The people using what you build are going through a complex and emotionally charged journey of building a family. Every interaction, every piece of data, every experience you ship exists in that context. That weight is real, and it makes the craft matter more.
  • πŸ’° Financially complex: We sit at the intersection of lending, insurance, and outcome-based pricing in a domain where the numbers are high and the stakes are personal. The models are non-trivial and the edge cases are endless. You'll need to think beyond the happy path.
  • πŸ”„ Technically fragmented: The healthcare industry is fragmented with complex technologies and protocols. These systems were not meant to talk to each other. You'll build integrations that are robust enough to handle the messiness of the real world, and resilient enough not to break when it does.

Reasons to use Rodeo

I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?

Honest answer β€” it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.

Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.

Start with a chat, not a search bar

Grad scheme, placement, apprenticeship? Not sure what you want yet β€” that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.

P

Graduate Consultant β€” 2026 Scheme

PwCΒ·London, UK
Β£35,000/yr

Why you're a good match

Strong

Your economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.

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It searches the market for you

Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.

Why you're a good match

You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon β€” deadlines close within the month.

See breakdown
Strong

Experience fit

Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme β€” client modelling, market briefings, and deal support.

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Strong

Only hits

No noise. No "maybe this fits." Just roles with a clear explanation of why they're right β€” and where to focus when applying.

Your solutions will directly impact people's ability to start families. Everything you build will touch lives directly.

You'll Thrive Here If You're

  • πŸš€ Unreasonable - You believe impossible problems deserve creative solutions
  • 🦁 Brave - You're comfortable building in ambiguity and changing the status quo
  • πŸ” Accountable - You take ownership of problems that span across complex domains and technology
  • πŸ”„ Adaptable - You can pivot quickly in a fast-moving environment
  • πŸ’— Kind - You care deeply about the people depending on what you build

What We're Looking For

Experience

5+ years as a full-stack engineer in startup environments

Technical Skills

  • Strong Python and TypeScript. We use the Frappe framework to build our backend. Experience with Frappe is a plus but not required, it's learnable
  • Experience with MariaDB or any other RDBMS
  • Strong technical background in building high-quality code and infrastructure
  • Preference for simple solutions over complex ones

AI Nativeness (non-negotiable)

We are an AI-native team and we're looking for engineers who are actively optimizing how they work with AI. Not curious about it. Not learning it on the side. Already doing it. You use Claude Code, Cursor, Codex, or equivalent as a core part of how you build. You've integrated LLM APIs into something real. You've automated something in your own workflow that used to take you time. If AI has materially changed how you work in the last 12 months, we want to talk.

If you are still scratching the surface, this role is not for you.

Mindset

  • Put the user first
  • Excited to work in small, cross-functional teams
  • Comfortable taking on big, loosely defined projects and breaking them down
  • Able to balance tactical execution with strategic thinking
  • Holistic problem-solving approach beyond just technical considerations

We always prefer passion over perfect skill matches. If you're excited about our mission and values, we want to hear from you.

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Why Now?

Market Timing

The fertility care market is exploding ($20bn US market, growing 10% annually), and we're shaping how it gets accessed and paid for.

Early Impact

Your work won't disappear into layers of abstraction. Every smart solution changes our trajectory.

πŸ“ˆ Scale of Opportunity

  • 3,500 Gaia members = $100M Gross Revenue business
  • 30,000 Gaia members = $1bn Gross Revenue business The true market demand could be 5x higher

We are backed by the best VCs including Atomico and Valar Ventures.

How we build at Gaia

We work in small cross-functional teams collaborating closely across the business. We believe work should be shipped and improved in small iterations with the help of early feedback from users. We are heavily biased towards keeping things simple, using existing open-source technologies and not reinventing the wheel if it doesn't add any value. AI is how we operate. We use Claude, pi, Codex, and Cursor to write code, triage bugs, manage production incidents, automate compliance workflows, and run operations. Every engineer at any time has multiple agents doing their work so they can focus on solving real problems. AI isn't a tool we reach for occasionally - it's the default. Our engineers are expected to bring that same instinct to everything they build and everything they do. Our tech stack is built of strongly typed Python, TypeScript, Next.js, React.js, MariaDB and Redis. Our data platform is built using DBT, Prefect, Fivetran and Snowflake. Our production services run on AWS and Vercel. We automate infrastructure and configuration using Pulumi and GitHub Actions. Our observability stack is built up of Datadog and Sentry.

What We Offer

Compensation

Β£75,000 – Β£100,000 (experience dependent)

Equity

Meaningful ownership in a fast-growing company

Benefits

  • Private Healthcare (Vitality)
  • Fertility Support
  • Pension (SMART)
  • Workplace Nursery Benefit

Culture

Hybrid/Remote working - 3 days in office (Mon, Wed and Thu) at our Central London location, 4 minutes from Oxford Circus.

Our Members Say It Best

"Thank you so much! Couldn't have done this without you. I know people may say this all the time but you have changed our lives. I could never repay you." - Victoria Webster

Ready to help build the future of family building?

We're looking for engineers who want to solve complex problems that directly change people's lives. If you're ready to build something that matters, let's talk.

Compensation Range

Β£75K - Β£100K

Trusted by 25,000+ job seekers

β€œIt took my CV and asked me questions relevant to understanding what kind of jobs to suggest for me. Suggestions were almost perfect. Jobs were exactly what I’ve been looking for.”

Jessica, London

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Skills

Python
TypeScript
Frappe
MariaDB
Next.js
React.js
AI Integration
LLM APIs
RDBMS
Full-stack Engineering
AWS
Vercel
Pulumi
GitHub Actions
Datadog
Sentry

Location

London, England, United Kingdom

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