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Founding Engineer - Healthcare AI

Andy AI

Andy Completes Clinical Documentation For Nurses Who Do Home Visits

Home health nursing is a $250B industry, where 40% of revenue is spent on administrative tasks. Within 5 years, every nursing note will be done by purpose-built AI.

  • Andy saves nurses 20+ hours per week
  • Nursing agencies hire us to solve labor shortage, reduce churn and slash admin cost
  • Double-digit MoM growth (mostly word-of-mouth & some outbound); near-perfect retention

We're a small team of engineers (Google/Apple) & clinicians, passionate about improving healthcare in a focused and meaningful way.

What You'll Do

You'll develop AI that reads complex, multi-modal data (text, image, audio) and generates accurate, home-health-specific documentation.

  • Structure highly heterogeneous healthcare data using frontier models
  • Enhance models through detailed failure analysis and rapid iterations
  • Design human-review processes to generate high-quality ground truth
  • Get creative & experiment relentlessly

Bonus : learn medicine & see how money flows in healthcare.

Who You Are

You are a strong AI engineer who takes end-to-end ownership from idea to launch.

  • Strong foundation in AI
  • Hands-on experience building with LLMs
  • Excited to build in healthcare
  • Proficient in Python & Typescript
Who We Are
  • Tiantian
    • Prev. PM at Google's healthcare division
    • Launched world's first ever mosquito factory to eliminate Dengue (yes, it works!)
  • Sam
    • Built Google Photos from 0 to 1B; tech lead for Photos Android (100+ eng)
    • Prev engineer at Bump (Sequoia) / Convex (a16z)
  • Sarah
    • Prev. administrator of home health agency
    • Led a 4.5-star agency (read: she's *really excellent* at documentation)
Vacancy posted 2 days ago
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