Founding Engineer - Healthcare AI

at Andy AI — Faster clinical documentation for home health nurses

San Francisco, CA, USFull-time3+ years$120K - $200K0.50% - 3.00% equityYC-W24

What the role involves

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)

About Andy AI

Andy is AI software that completes documentation for nurses doing home visits. Our software saves $8B a year; Tiantian was previously a PM at Google’s healthcare business and Max was a staff engineer on the health team at Apple. Andy benefits nurses and the agencies that employ them. Agencies that use Andy see up to 45% more detailed charts, 2x greater nurse productivity, and timely submission (no more billing delays!) With Andy, clinicians get their evenings back. Home health is the fastest growing segment of healthcare, doubling to $251B by 2031. Combined with recent nursing shortages and burnout, we’re seeing not just urgency, but excitement and joy, around adopting AI for home health.

Full Andy AI profile

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