Full Stack Engineer
TLDR
Own end-to-end features powering a clinician dashboard, turning unstructured clinical data into usable insights and shipping to hospital go-lives.
About Healthleap
HealthLeap builds AI that helps clinicians prioritize patients, surfaces the right data, and gets patients the care they need earlier, so they can leave the hospital sooner.
We integrate with hospital electronic health record systems, screen 100% of patients daily, and risk-rank them in real time. Clinicians at Cedars-Sinai and Penn Medicine start every morning with HealthLeap — with Houston Methodist, Emory, and Intermountain Health deploying now.
Real results: 39% more diagnoses. 4 days earlier detection. $11M/year ROI for our first site at Cedars Sinai. 7× revenue growth in 7 months.
We started with malnutrition. We're expanding to every major condition to ensure no patient falls through the cracks. Sequoia and First Round are backing us to build the platform that screens every patient for everything and drives tangible outcomes.
We're ~15 people. >$7M raised. SF-based, hybrid-friendly. Early enough to shape the product. Late enough to know it works. Results that are changing lives.
About the Role
Build the product clinicians rely on every morning.
HealthLeap's dashboard is the first thing dietitians open at Cedars-Sinai and Penn Medicine. It shows them which patients need attention, surfaces the right clinical data, and helps them act fast. You'll build the interfaces that make this possible - and the backend services that power them.
Why you
You've built systems that real users depend on. You know what it feels like when something you shipped actually matters. You're energized by hard problems - messy data, complex permissions, systems that need to work every time. You've felt the chaos of a startup and you liked it.
What you'll do
Own features end-to-end - from UI to API to database
Build complex feature flag systems for multi-tenant hospital deployments
Wrangle messy clinical data - turning unstructured text into structured, usable information
Work on the explainability problem: surfacing why a patient scored high, not just the score
Help clinicians find in seconds what currently takes them hours buried in charts
Ship directly to production at hospitals like Cedars-Sinai, Penn Medicine, Houston Methodist
What we're looking for
4+ years building production web applications
Strong in React and TypeScript, comfortable building APIs
Experience with complex data transformations and messy real-world data
Comfortable with relational databases, auth systems, and feature flags at scale
You've shipped products, not just features
You move fast and iterate based on what you learn
Nice to have
Experience with LLMs or AI/ML pipelines
Background in healthcare or clinical software
Familiarity with Postgres, AWS, or containerized deployments
This role is NOT for you if
Startup unpredictability feels like chaos to you. We find it exciting.
You need detailed specs before you start. We figure it out as we go.
You've never owned something end-to-end. Here, you own outcomes, not tasks.
You wait to be told what to do next. We need people who see what's needed and do it.
You're looking for a 9-5 with predictable hours. We care about deep work and deep rest (we have a minimum leave policy), but when a hospital go-live is on the line, we show up - even if that means a 60+ hour week.
Interview process
Intro call - Get to know each other
Technical - 1-2 interviews on system design + coding
Onsite - Meet the team in SF
Decision - Same week as onsite
We respect your time. If there's a fit, you'll know fast.
Compensation & Benefits
Salary: $175,000 - $275,000 base
Equity: Meaningful ownership in an early-stage company
Healthcare: 100% of premiums covered
PTO: Unlimited, with a recommended minimum of 20 days
401(k): 4% match
Equipment: Laptop + budget for your home office
Location
San Francisco, hybrid (Mon/Wed/Fri in office)
If you're passionate about applying frontier AI to real-world impact, join us in building healthcare's future.
Benefits
Equity Compensation
Meaningful ownership in an early-stage company
Health Insurance
100% of premiums covered
Home Office Stipend
Laptop + budget for your home office
401(k) match
4% match
Paid Time Off
Unlimited, with a recommended minimum of 20 days
HealthLeap develops AI-powered tools that help clinicians prioritize patient care by analyzing electronic health record data. By screening all patients daily and risk-ranking them in real time, HealthLeap enables hospitals to identify at-risk patients sooner, ultimately aiming to improve outcomes and reduce hospital stays. With integrations at major healthcare institutions, we're building a platform that transforms care delivery and ensures patients receive timely attention.
- Founded
- Founded 2021
- Employees
- 1-10 employees
- Industry
- Health Care Providers & Services