Senior Software Engineer (AWS Amplify)

At T wo Bear Capital we believe in partnering with our portfolio companies to build the best teams possible. We look forward to learning more about you for Rainfall Health's new Senior Software Engineer role.

Senior Software Engineer (AWS Amplify & Digital Health)

Location: Hybrid-San Francisco Bay Area

*please note that this role is for US citizens in the Bay Area**

About Rainfall Health

Rainfall Health is the first and only AI-powered accountability and accessibility platform providing thought and technology leadership to health systems. Our technology automates compliance, augments care coordination, and delivers AI-enabled care design — helping health systems avoid penalities and capture a combined $19Bn in new Medicare revenue. We are the first and only product-based enterprise solution that is a recognized standard for Medicare-mandated models such as TEAM and CJR-X, affecting over 3,100 hospitals nationwide.

Rainfall is a high-growth SaaS company at the forefront of value-based care enablement, capitalizing on long-standing trends to reduce healthcare expenditures and waste while improving patient outcomes. Led by a team of passionate healthcare executives, clinical experts, and technology leaders, we are scaling rapidly to ensure better healthcare for all Americans.

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, Next.js, 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, Chart.js, 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