---
title: 'Software Engineer, Application Integration at Bayesian Health, Inc.'
canonical: 'https://feeny.ai/job/software-engineer-application-integration-bayesian-health-inc-united-states-z2avdnb8p0cp'
type: 'job'
last_seen: '2026-09-08'
---

# Software Engineer, Application Integration at Bayesian Health, Inc.

- **Company:** Bayesian Health, Inc.
- **Location:** United States
- **Employment:** full-time
- **Work type:** remote
- **Posted:** 2026-08-11
- **Last confirmed live:** 2026-09-08
- **Apply:** https://jobs.ashbyhq.com/bayesianhealth/f3d96335-cfb0-4bc5-9109-5925516da5d1

## Job description

## SOFTWARE ENGINEER, APPLICATION INTEGRATION

In Brief

- We're a rapidly growing startup on a mission to make healthcare proactive by empowering physicians, nurses, and care team members with real-time data to save lives.
- Join us in transforming healthcare from reactive to proactive. You’ll spearhead the engineering effort to build the bridge between massive, complex Electronic Health Record (EHR) systems and the Bayesian platform, delivering critical, real-time insights to help clinicians save lives.

## WHO WE ARE

Bayesian Health’s mission is to improve patient outcomes by empowering clinicians with the insights they need to make the right decision for the right patient at the point-of-care. We’re a diverse team of clinicians, engineers, machine learning experts, product designers, and performance improvement leaders committed to enabling smarter, patient-specific care delivery through unlocking the power of data.

We’re funded by top tier tech and biotech investors: Obvious Ventures, Andreessen Horowitz, American Medical Association’s venture arm, Catalio Partners, and LifeForce Capital. Our company has won many awards; most recent recognitions include: Forbes AI Top 50, World Economic Forum Tech Pioneer, Time Best Inventions, BioTech AI Company of the Year.

Read more about our recent publication in Nature Medicine that associates our products with lives saved. https://www.bayesianhealth.com/sepsis-research/?__hstc=251652889.1e7598f5de0ed9b513da684474e8a044.1710861879595.1710945070565.1710971833587.3&__hssc=251652889.1.1710971833587&__hsfp=1890770568

## WHAT YOU’LL DO

You will be at the forefront of a high-impact engineering mission, building the bridge between the Bayesian platform and the clinical workflows inside massive, complex Electronic Health Record (EHR) systems, delivering the real-time lifesaving insights that clinicians rely on. Working directly with our health system clients' EHR and clinical informatics teams, you'll bring our clinical insights to the point of care — in the right workflow, at the right moment — empowering care teams to make the best decisions for their patients.

Each integration is a partnership. An Implementation Lead owns the client relationship and project management; a Clinical Integration owns clinical workflow design and training. You own the technical workstream — which means you're the engineer in the room. When a clinician says the alert didn't fire for a patient, you have thirty minutes and their full attention to trace it from the EHR launch context through the API to the underlying data, and tell them what happened.

## Responsibilities

- Clinical Workflow Integration: Extend and configure the full-stack application across the EHR integration surface, coordinating with client EHR and clinical informatics teams, to deliver Bayesian's clinical insights to clinicians.
- Integration Testing & Troubleshooting: Implement automated integration tests and work directly with client technical teams and frontline clinicians during integration testing to investigate and resolve issues, ensuring smooth and timely integrations.
- Production Deployment & Go-Live: Execute the deployment process in close collaboration with the client's technical team, ensuring all configurations and builds for the application and workflow are successfully promoted to production for a seamless launch. During go-live week, you will serve as the technical point of contact for any application integration issues, both internally and with the client's teams, providing clear status updates to cross-functional partners so they can effectively manage client communication.
- Integration Tooling & Automation: Develop frameworks and tooling, leveraging LLMs and automation, to increase the efficiency and velocity of our platform integrations as we scale.
- Cross-Functional Collaboration: Work alongside an Implementation Lead, Clinical Integration, and the client's technical teams to align the application integration workstream with the overall integration effort.

## MINIMUM QUALIFICATIONS

- BS in Computer Science or equivalent practical experience
- 3+ years building and deploying full-stack applications into production, including integration with external APIs (React, TypeScript preferred)
- Strong ability to investigate and resolve application issues end-to-end
- Experience with cloud solutions (AWS, Azure, etc.) and relational databases (PostgreSQL, MySQL, etc.) in a production environment
- Experience writing automated integration and end-to-end tests for production systems
- Strong communicator with a demonstrated ability to collaborate across functions, working effectively with internal stakeholders, including Product Managers, to align on priorities and deliver results.

## PREFERRED QUALIFICATIONS

- Experience building EHR-embedded applications such as SMART on FHIR, CDS Hooks, or Epic launch integration.
- Experience rolling out production deployments, supporting systems through go-live via an on-call or support rotation, and triaging production issues
- Experience working with enterprise customers, and the agility and responsiveness they require.
- Experience building internal tooling or automation, including leveraging LLMs, to improve engineering velocity

Bayesian Health provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.

This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.

## About Bayesian Health, Inc.

## Company Overview
- **One-liner**: Bayesian Health provides a real-time clinical intelligence platform that uses AI to help health systems deliver proactive, high-reliability care by continuously monitoring patients and surfacing actionable insights.
- **Entity Type**: Private (Venture-backed)
- **Headquarters**: New York, United States
- **Founded**: Year not publicly specified; founded by Dr. Suchi Saria
- **Founders**: Dr. Suchi Saria (machine learning expert and health AI pioneer)

## Core Business
- **Primary industry**: Healthcare AI / Clinical Decision Support
- **Target customers**: B2B; large health systems and hospitals
- **Mission or purpose**: To raise the standard of patient care by enabling proactive, high-reliability care through real-time clinical intelligence, turning data noise into trusted, decisive action.

## Products & Services
- **Real-Time Clinical Intelligence Platform**: An AI-powered SaaS platform that continuously monitors every patient by reading the full electronic health record (EHR). It establishes each patient's baseline, detects meaningful changes, and surfaces only the patients who need attention with clear next steps. The platform targets top drivers of mortality and hospital utilization, including sepsis, deterioration, palliative care, transitions of care, heart failure, hospital-acquired pressure injuries (HAPI), and malnutrition. It is designed to integrate directly into the EHR workflow.

## Market Standing
- **Valuation/Market Cap**: Not publicly available
- **Key Metric**: Total Funding of **$15.2M** (as of July 2021)
- **Notable Investors/Partners**: Led by **Andreessen Horowitz** (a16z) in a $15M venture round (2021); also received a $225K grant from the **National Science Foundation** (2017). Partners with leading health systems.
- **Growth Signals**: Headcount grew **+34.3% YoY** to 38 employees. Received **FDA clearance** for the first continuous AI monitor for sepsis. Published a 5-site study in *Nature Medicine* showing an **89% reduction in mortality** and a **0.5-day reduction in length of stay**. Has 12 active job postings.

## Competitive Advantages
- **Clinician-Trusted Accuracy**: The platform flags patients **3+ hours earlier** than standard EHR alerts with **20x lower flag volume**, solving the "alert fatigue" problem that plagues other clinical AI tools. This drives adoption rates far above industry norms (e.g., one customer reported <1% adoption with other tools vs. high adoption with Bayesian).
- **Peer-Reviewed Validation**: Built on decades of research from Dr. Suchi Saria and published in top journals like *Nature Medicine*, with proven real-world outcomes (e.g., 89% reduction in mortality, 0.5-day reduction in length of stay across a 5-site study).
- **FDA Clearance**: Received FDA clearance for the first continuous AI monitor for sepsis, a significant regulatory moat.
- **Proven ROI**: Delivers measurable improvements in mortality, length of stay, and readmissions, making it a durable strategy for health systems rather than a disconnected initiative.

## Strategic Focus
- **Product Expansion**: Targeting top drivers of mortality and hospital utilization, including sepsis, deterioration, palliative care, heart failure, HAPI, and malnutrition.
- **Commercial Growth**: Scaling partnerships with leading health systems and expanding commercial reach.
- **Talent Acquisition**: Actively hiring across engineering, product, data science, and clinical roles to support growth.

## Why Work Here
- **Mission-Driven Impact**: Employees are directly involved in saving lives and improving patient outcomes at scale, with a clear focus on reducing mortality and hospital harm.
- **Culture**: Values include "Patients at the center," "Whole people, shared respect," "Truth seekers, stronger together," "No surprises, clear signals," and "Hard problems, real breakthroughs." The company emphasizes open debate, clear communication, and a high bar for excellence.
- **Work Environment**: Based in New York, NY, with a presence in Australia. The team is 79% US-based. The culture is described as collaborative, with a focus on solving hard problems.
- **Engineering & Science Focus**: The technical team makes up 26% of the workforce. The company is actively hiring for roles like Staff Machine Learning Engineer, Forward Deployed Software Engineer, and Director of AI/ML, indicating a strong emphasis on engineering and data science.
- **Notable Perks/Culture**: The company emphasizes "whole people, shared respect," making space for growth inside and outside of work. The mission is directly tied to saving lives and improving patient care.

## Sources
1. [bayesianhealth.com](https://www.bayesianhealth.com/)
2. [bayesianhealth.com/about](https://www.bayesianhealth.com/about)
3. [bayesianhealth.com/careers](https://www.bayesianhealth.com/careers/)
4. [linkedin.com/company/bayesian-health](https://www.linkedin.com/company/bayesian-health)
5. [jobs.ashbyhq.com/bayesianhealth](https://jobs.ashbyhq.com/bayesianhealth)

## Other roles at Bayesian Health, Inc.

- [Software Engineer, Data Integration](https://feeny.ai/job/software-engineer-data-integration-bayesian-health-inc-united-states-p0fy30jbbzek) — United States
- [Infrastructure Engineer](https://feeny.ai/job/infrastructure-engineer-bayesian-health-inc-united-states-1d4f866wdtnx) — United States
- [Director of AI/ML](https://feeny.ai/job/director-of-ai-ml-bayesian-health-inc-united-states-4kfbjq24ac28) — United States
- [Software Engineer, Analytics](https://feeny.ai/job/software-engineer-analytics-bayesian-health-inc-united-states-h11kxer2a4qm) — United States
- [Client Success Account Executive, Clinical](https://feeny.ai/job/client-success-account-executive-clinical-bayesian-health-inc-united-states-bjbvhrfj7gv5) — United States
- [Senior/Staff Machine Learning Data Scientist](https://feeny.ai/job/senior-staff-machine-learning-data-scientist-bayesian-health-inc-united-states-eh6t1hnkk6h3) — United States
- [Clinical Integration, Nurse Consultant](https://feeny.ai/job/clinical-integration-nurse-consultant-bayesian-health-inc-remote-cvn0m89hd7y5)
- [Staff Machine Learning Engineer](https://feeny.ai/job/staff-machine-learning-engineer-bayesian-health-inc-remote-9cpdx5jh71xf)
- [Enterprise Growth Lead](https://feeny.ai/job/enterprise-growth-lead-bayesian-health-inc-remote-5kh5tv1cj544)