---
title: 'Senior Software Engineer at Rainfall Health'
canonical: 'https://feeny.ai/job/senior-software-engineer-rainfall-health-san-francisco-frqp7d5myngk'
type: 'job'
last_seen: '2026-09-09'
---

# Senior Software Engineer at Rainfall Health

- **Company:** Rainfall Health
- **Location:** San Francisco, CA
- **Employment:** full-time
- **Work type:** hybrid
- **Posted:** 2026-04-15
- **Last confirmed live:** 2026-09-09
- **Apply:** https://jobs.ashbyhq.com/rainfallhealth/e8e01884-1a38-4207-b1f1-919e62f45c71

## 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

## About Rainfall Health

## Company Overview
- **One-liner**: Rainfall Health is an AI-enabled compliance platform that helps U.S. acute-care hospitals quantify, capture, and maximize Medicare reimbursements under the CMS Transforming Episode Accountability Model (TEAM).
- **Entity Type**: Private (Series A funding stage)
- **Headquarters**: Berkeley, California, USA (with hybrid offices in San Francisco) [linkedin.com](https://www.linkedin.com/company/rainfall-health)
- **Founded**: 2019 [builtin.com](https://builtin.com/company/rainfall-health)
- **Founders**: Ahmed Qureshi (also referred to as Eddie Qureshi) [rainfallhealth.com](https://www.rainfallhealth.com/)

## Core Business
- **Primary industry**: Healthcare IT / Value-Based Care Compliance
- **Target customers**: U.S. acute-care hospitals mandated or preparing for CMS TEAM (B2B, Enterprise)
- **Mission**: Use AI to ensure patients in all geographic areas have access to quality medical care, while helping hospitals align financial incentives with quality patient outcomes [prnewswire.com](https://www.prnewswire.com/news-releases/rainfall-health-announces-15m-series-a-investment-to-support-hospitals-impacted-by-new-cms-revenue-opportunity-302689982.html)

## Products & Services
- **[R.A.I.N. Compliant™](https://www.rainfallhealth.com/)**: The flagship product (Referral Accountability for Integrated Networks) – an AI-enabled, EHR-integrated platform that provides real-time episode tracking, automated TEAM compliance documentation, risk-adjusted cost and quality analytics, and a six-step implementation methodology (Assessment, Audit, Data Modeling, Strategic Insights, Technology Enabled Implementation, Continuous Monitoring). Integrates via FHIR R4, HL7v2 ADT, SMART Backend Services. SOC 2 Type 1 compliant. [rainfallhealth.com](https://www.rainfallhealth.com/)

## Market Standing
- **Valuation/Market Cap**: Not disclosed (private company)
- **Key Metric**: Total Funding – USD 15,000,000 (Series A, closed February 2026, led by Two Bear Capital) [prnewswire.com](https://www.prnewswire.com/news-releases/rainfall-health-announces-15m-series-a-investment-to-support-hospitals-impacted-by-new-cms-revenue-opportunity-302689982.html) [linkedin.com](https://www.linkedin.com/company/rainfall-health)
- **Notable Investors/Partners**: Two Bear Capital (lead investor); RAIN Advisory Committee includes executives from UPMC, UC Health, Mayo Clinic, Avera Health, Kaiser Permanente, Mercy, and Leidos Health, as well as former VA Secretary David Shulkin, MD. [rainfallhealth.com](https://www.rainfallhealth.com/)
- **Growth Signals**: 19 employees with a monthly headcount growth of +9.1% (LinkedIn); 2,703 LinkedIn followers (+10.3% monthly); actively hiring for 6+ roles (Chief Clinical Strategy Officer, Sales Partnerships Manager, Senior Software Engineer, Business Analyst, Marketing Director, Director of Sales); addresses a new CMS mandate affecting 741 hospitals starting January 2026. [linkedin.com](https://www.linkedin.com/company/rainfall-health) [builtin.com](https://builtin.com/company/rainfall-health) [prnewswire.com](https://www.prnewswire.com/news-releases/rainfall-health-announces-15m-series-a-investment-to-support-hospitals-impacted-by-new-cms-revenue-opportunity-302689982.html)

## Competitive Advantages
- **First-mover in TEAM compliance**: Rainfall Health is described as "the only product on the market that acts as a single blueprint for navigating compliance" in the CMS TEAM era. [prnewswire.com](https://www.prnewswire.com/news-releases/rainfall-health-announces-15m-series-a-investment-to-support-hospitals-impacted-by-new-cms-revenue-opportunity-302689982.html)
- **Deep healthcare expertise**: Guided by a high-profile advisory committee of C-suite executives from leading health systems and former government officials.
- **AI-native platform**: Automates complex episode tracking and documentation, reducing manual burden on hospital staff.
- **SOC 2 Type 1 certified**: Demonstrates security and compliance readiness for hospital partnerships.

## Strategic Focus
- **Scale AI and customer support teams**: The Series A funding is specifically allocated to building out AI engineering and world-class customer support to handle the rapid adoption of TEAM among mandated hospitals. [prnewswire.com](https://www.prnewswire.com/news-releases/rainfall-health-announces-15m-series-a-investment-to-support-hospitals-impacted-by-new-cms-revenue-opportunity-302689982.html)
- **Expand hospital implementations**: The platform is already deployed across several medical groups and hospitals; the company aims to accelerate deployments as TEAM requirements take hold in 2026 and beyond.
- **Establish industry standard**: Rainfall Health is working to make the R.A.I.N. Compliant™ designation a nationally recognized standard for outcome-based care compliance.

## Why Work Here
- **Mission-driven culture**: Employees contribute directly to improving patient outcomes and helping hospitals deliver higher-quality care while unlocking revenue.
- **Hybrid & remote flexibility**: Offices in San Francisco (hybrid) and a remote workspace option for US-based employees. [builtin.com](https://builtin.com/company/rainfall-health)
- **Early-stage growth**: With 19 employees and a recent $15M Series A, new hires can have outsized impact and shape the company’s trajectory.
- **Strong advisory board**: Work alongside and learn from leaders who have shaped healthcare policy and operations at the highest levels.
- **Values-driven**: The company’s website lists core values (not detailed in search results) and emphasizes a patient-first, compliance-first approach. [rainfallhealth.com](https://www.rainfallhealth.com/about/careers/)

## Sources
1. [rainfallhealth.com](https://www.rainfallhealth.com/) – Main company website with product details, advisory committee, and TEAM model overview.
2. [rainfallhealth.com/about/careers/](https://www.rainfallhealth.com/about/careers/) – Careers page with values and culture.
3. [builtin.com](https://builtin.com/company/rainfall-health) – Built In profile with employee count, founding year, office locations, and open roles.
4. [linkedin.com](https://www.linkedin.com/company/rainfall-health) – LinkedIn company page with funding, headcount, growth metrics, and job postings.
5. [prnewswire.com](https://www.prnewswire.com/news-releases/rainfall-health-announces-15m-series-a-investment-to-support-hospitals-impacted-by-new-cms-revenue-opportunity-302689982.html) – Press release announcing $15M Series A and strategic plans.

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