Full Stack Engineer

HealthLeap is a company that builds AI solutions to help clinicians prioritize patient care and improve hospital outcomes. The Full Stack Engineer will be responsible for developing the dashboard that clinicians rely on, managing both the frontend interfaces and backend services to ensure effective patient data management.

Responsibilities

• 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

Preferred

• Experience with LLMs or AI/ML pipelines
• Background in healthcare or clinical software
• Familiarity with Postgres, AWS, or containerized deployments
• LLMs experience
• AI/ML pipelines
• Healthcare background
• Clinical software
• Postgres familiarity
• AWS familiarity
• Containerized deployments

Benefits

• 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

Company

• AI malnutrition screening platform for hospitalized patients
• San Francisco, California, USA
• https://healthleap.io/
• Founded in 2022
• 11-50 employees

Qualifications

• 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
• Experience with LLMs or AI/ML pipelines
• Background in healthcare or clinical software
• Familiarity with Postgres, AWS, or containerized deployments

Required skills

• , React, TypeScript, Relational databases, Feature flag systems, Data transformation, Handling unstructured clinical data, Healthcare software domain, Work in startup environment, Own outcomes end-to-end, Iterate quickly based on feedback

Preferred skills

• Experience with LLMs or AI/ML pipelines, Background in healthcare or clinical software, Familiarity with Postgres, AWS, or containerized deployments

Experience

• 4+ years