Mission & Context
Automating healthcare. Vision is to build agents capable of working as doctors and nurses. Admin is building the first fully agentic platform to perform the work of healthcare professionals.

Candidate Overview
Ideal Candidate Traits: Technical Mastery 5-10+ years building scalable systems, especially in AI/ML, backend, or full-stack (e.g., Python, Go, React, AWS). Excels in production-grade code for high-stakes domains like healthcare or fintech . Hands-on with modern stacks: LLMs, agents, cloud infra—proven via shipped products at startups or scale-ups. Problem-Solving Prowess Thrives on ambiguous challenges, architecting from scratch (e.g., core engines, APIs) while optimizing for speed/scale. Track record of impact: Leading migrations, boosting performance 10x, or launching features that drive user growth. Startup DNA Experience at fast-paced companies (e.g., seed-to-Series B), wearing multiple hats from dev to mentoring. High-agency: Open-source contributor, self-starter who ships independently and elevates teams through guidance. Cultural Fit: Low-ego collaborator from EU, passionate about mission-driven work like accessible healthcare. Bonus: Healthcare/ML exposure, English fluency, remote-ready with founder-level ownership mindset.

Green Flags
Big brands, top logos
People who did not jump to much between jobs
Startups, growing, scaling companies
Python and other languages
Red Flags
No sign of excellence
Changed job to quick - multiple jumps, less than 1 year in one company

You'll work directly with hospitals and clinics to deploy and refine enterprise-grade systems - AI-driven patient communication and triage, agent orchestration, and secure healthcare data layers with low-latency voice and video.

This is a hands-on, Python-heavy role focused on building and scaling distributed systems and solving complex, high-impact problems. At the staff level, you'll own system architecture and reliability at scale while supporting and guiding other engineers.

What You'll Do
Architect and scale AI agents for healthcare applications

Work on systems involving LLMs, reinforcement learning, and agent-based architectures

Collaborate with a small team to ship and iterate quickly

Solve high-impact problems, including system performance and clinical accuracy

Design system architecture and own reliability at scale

Support team members through code reviews and knowledge sharing

What You'll Bring
7+ years building complex, production-grade systems

Systems thinking: designing scalable systems and owning architecture decisions

Problem solving: turning ambiguous requirements into scalable solutions

Leadership: supporting other engineers through code reviews and technical guidance

Low ego, high agency, and comfort in a fast-moving environment

Nice to Have
A background in healthcare, AI, or agentic systems

About Startup building autonomous AI clinicians
Stealth healthcare AI startup. Our mission is to use AI to automate GP diagnosis and build agents capable of full doctor-level tasks, making healthcare truly accessible.

We're seeking exceptional senior engineers who thrive on solving humanity's toughest problems. Language? Tech stack? Secondary. If you're a proven builder who wields code as a tool to crack real-world challenges, we want you. Python is our core, but we're stack-agnostic for the right talent-bring your expertise in Rust, Go, TypeScript, or whatever fuels your best work.