HealthLeap AI · 13 hours ago
Backend Engineer
HealthLeap AI is a company focused on leveraging AI to improve patient care in hospitals. The role involves building backend systems and infrastructure that process billions of data points from electronic health records to generate real-time risk scores for clinicians.
Health CareHospitalMedicalNutritionPharmaceuticalTherapeutics
Responsibilities
Build data pipelines that process millions of patient records daily
Parse 50,000+ clinical notes per patient using LLMs - without hallucinating
Own infrastructure on AWS and Kubernetes - deploy it, monitor it, fix it when it breaks
Design systems for high concurrency and reliability - clinicians depend on this every morning
Build feature engineering pipelines for ML models
Qualification
Required
5+ years backend engineering experience
Deep experience with distributed systems and highly concurrent workloads
Solid with databases, data pipelines, ETL processing
Comfortable with AWS, Kubernetes, and infrastructure-as-code
You figure things out - even when documentation doesn't exist
Preferred
Experience with healthcare data standards (FHIR, HL7v2)
Background in LLM infrastructure or applied AI systems
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
HealthLeap AI
HealthLeap's AI screening platform supports clinicians in identifying, treating, and billing patients who are often missed by manual tools.
Funding
Current Stage
Early StageTotal Funding
$1.1MKey Investors
Fifty Years
2022-01-06Pre Seed· $1.1M
Recent News
2026-01-12
Company data provided by crunchbase