- 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
- 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
- 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
- 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
- Implement best practices for HIPAA-compliant infrastructure and data handling
- Ensure systems meet high standards for privacy, auditability, and reliability in a healthcare environment
- 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
- 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)
- 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
- 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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Senior Software Engineer - San Francisco - Rainfall Health
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
Healthcare Data & Integrations
Data Visualization & Insights
Cross-Functional Collaboration
Security & Compliance
What We're Looking For
Required:
Preferred:
Nice to Have
What Success Looks Like
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Software Engineer
Only for registered members San Francisco, CA
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Software Engineer
Only for registered members San Francisco, CA
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Software Engineer
Only for registered members San Francisco
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Software Engineer
Only for registered members San Francisco
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Software Engineer
Full time Only for registered members San Francisco
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Software Engineer
Only for registered members San Francisco
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Software Engineer
Only for registered members San Francisco
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Software Engineer
Only for registered members San Francisco
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Software Engineer
Only for registered members San Francisco
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Software Engineer
Only for registered members San Francisco, California, United States
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Software Engineer
Only for registered members San Francisco
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Software Engineer
Only for registered members San Francisco, CA
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Software Engineer
Only for registered members San Francisco
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Software Engineer
Only for registered members San Francisco
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Software Engineer
Only for registered members San Francisco, CA
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Software Engineer
Only for registered members San Francisco
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Software Engineer
Only for registered members San Francisco
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Software Engineer
Full time Only for registered members San Francisco
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Software Engineer
Full time Only for registered members San Francisco
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Software Engineer
Only for registered members San Francisco
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Software Engineer
Only for registered members San Francisco