Senior Software Engineer
Rainfall Health • San Francisco
Posted: April 15, 2026
Job Description
About Rainfall Health
We're a fast-growing health tech company on a mission to make care delivery smarter, faster, and more equitable. Our platform helps health systems and provider groups streamline clinical workflows and close care gaps. Leveraging AI to drive meaningful healthcare impact for patients.
About Role
We are seeking a Senior Software Engineer with deep experience in AWS Amplify and modern cloud-native architectures. You will 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.
Key Responsibilities
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) like Epic, Cerner, and Meditech.
Work with healthcare interoperability standards such as FHIR and HL7.
Design data ingestion pipelines that normalize, validate, and securely store clinical data.
Data Visualization & Insights
Develop interactive dashboards and data visualization tools for clinical and operational users.
Translate complex healthcare data into intuitive, actionable insights.
Collaboration & Compliance
Work closely with product managers, designers, and clinical stakeholders.
Mentor other engineers and promote best practices in code quality and security.
Implement best practices for HIPAA-compliant infrastructure and data handling.
Qualifications
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 and familiarity with FHIR/HL7 standards.
Experience building data visualization tools (e.g., D3, Chart.js, Recharts).
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.
A strong engineering culture centered on reliability, security, and user impact.
What We Offer
Competitive salary and benefits package
Hybrid work environment with flexibility (remote + on-site in the San Francisco Bay Area)
Opportunity to shape scalable solutions that improve patient care and financial performance
A mission-driven, collaborative team focused on real-world impact
Additional Content
About Rainfall Health
We're a fast-growing health tech company on a mission to make care delivery smarter, faster, and more equitable. Our platform helps health systems and provider groups streamline clinical workflows and close care gaps. Leveraging AI to drive meaningful healthcare impact for patients.
About Role
We are seeking a Senior Software Engineer with deep experience in AWS Amplify and modern cloud-native architectures. You will 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.
Key Responsibilities
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) like Epic, Cerner, and Meditech.
Work with healthcare interoperability standards such as FHIR and HL7.
Design data ingestion pipelines that normalize, validate, and securely store clinical data.
Data Visualization & Insights
Develop interactive dashboards and data visualization tools for clinical and operational users.
Translate complex healthcare data into intuitive, actionable insights.
Collaboration & Compliance
Work closely with product managers, designers, and clinical stakeholders.
Mentor other engineers and promote best practices in code quality and security.
Implement best practices for HIPAA-compliant infrastructure and data handling.
Qualifications
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 and familiarity with FHIR/HL7 standards.
Experience building data visualization tools (e.g., D3, Chart.js, Recharts).
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.
A strong engineering culture centered on reliability, security, and user impact.
What We Offer
Competitive salary and benefits package
Hybrid work environment with flexibility (remote + on-site in the San Francisco Bay Area)
Opportunity to shape scalable solutions that improve patient care and financial performance
A mission-driven, collaborative team focused on real-world impact