Senior Software Engineer - San Francisco - Rainfall Health

    Rainfall Health
    Rainfall Health San Francisco

    2 hours ago

    Healthcare
    Description

    At Two Bear Capital we believe in partnering with our portfolio companies to build the best teams possible. We look forward to working with you and Rainfall Health on their new Senior Software Engineer role.

    Senior Software Engineer (AWS Amplify & Digital Health)

    *please note that this role requires willingness to travel to the Bay area and/or relocating to the Bay area

    About Rainfall Health

    Rainfall Health is an AI-powered compliance and workflow platform helping health systems succeed under CMS's TEAM Model and other value-based care programs. We partner with hospitals, surgeons, and care teams to improve episode performance, streamline operations, and maximize reimbursement — all while supporting better patient outcomes.

    Our platform sits at the intersection of clinical workflows, financial performance, and intelligent automation.

    The Role

    We are looking for a Senior Software Engineer with deep experience in AWS Amplify and modern cloud-native architectures to help build and scale our digital health platform. You'll play a key role in designing secure, reliable systems that integrate with healthcare data sources and surface actionable insights to clinical and operational teams.

    This role is ideal for someone who enjoys solving complex data and workflow challenges in a regulated healthcare environment.

    What You'll Do

    Platform & Application Development

    • Design, build, and maintain scalable web applications using AWS Amplify, serverless services, and modern frontend frameworks
    • Develop robust APIs and backend services using AWS-native tools (e.g., AppSync, Lambda, DynamoDB, RDS)
    • Ensure performance, reliability, and security across distributed cloud systems

    Healthcare Data & Integrations

    • Build and maintain integrations with Electronic Health Records (EHRs) and other healthcare systems
    • Work with healthcare interoperability standards such as FHIR, HL7, and APIs from major EHR vendors
    • Design data ingestion pipelines that normalize, validate, and securely store clinical and operational data

    Data Visualization & Insights

    • Develop interactive dashboards and data visualization tools for clinical and operational users
    • Translate complex healthcare data into intuitive, actionable insights
    • Collaborate with product and design teams to create user experiences tailored to care teams and administrators

    Cross-Functional Collaboration

    • Work closely with product managers, designers, and clinical stakeholders to deliver features aligned with real-world workflows
    • Contribute to architectural decisions and technical roadmap planning
    • Mentor other engineers and promote best practices in code quality, testing, and security

    Security & Compliance

    • Implement best practices for HIPAA-compliant infrastructure and data handling
    • Ensure systems meet high standards for privacy, auditability, and reliability in a healthcare environment

    What We're Looking For

    Required:

    • 5+ years of software engineering experience building production-grade applications
    • Hands-on experience with AWS Amplify and serverless AWS architectures
    • Strong experience with modern JavaScript/TypeScript frameworks (e.g., React, , Vue)
    • Experience building and consuming RESTful and/or GraphQL APIs
    • Solid understanding of cloud security and best practices for handling sensitive data

    Preferred:

    • Experience in digital health, healthcare IT, or healthtech startups
    • Experience integrating with EHR systems (Epic, Cerner, Meditech, etc.)
    • Familiarity with FHIR, HL7, CCD, or other healthcare data standards
    • Experience building data visualization tools (e.g., D3, , Recharts, or BI tools)
    • Knowledge of healthcare compliance frameworks (HIPAA, HITRUST, SOC 2)

    Nice to Have

    • Experience with real-time data pipelines or event-driven architectures
    • Background in analytics, population health, or value-based care technology
    • DevOps experience with CI/CD pipelines and infrastructure as code

    What Success Looks Like

    • Seamless, secure integrations with healthcare systems
    • Intuitive dashboards that drive decision-making for clinical and operational teams
    • A scalable, maintainable architecture that supports rapid product growth
    • Strong engineering culture centered on reliability, security, and user impact

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