---
title: 'AI Product Engineer at Bunkerhill Health'
canonical: 'https://feeny.ai/job/ai-product-engineer-bunkerhill-health-san-francisco-21bf4a38as5h'
type: 'job'
last_seen: '2026-09-07'
---

# AI Product Engineer at Bunkerhill Health

- **Company:** Bunkerhill Health
- **Location:** San Francisco, CA
- **Employment:** full-time
- **Work type:** hybrid
- **Posted:** 2025-10-31
- **Last confirmed live:** 2026-09-07
- **Apply:** https://jobs.ashbyhq.com/bunkerhillhealth/8e4b579f-374a-4983-abd2-57b3d68d2ce2

## Job description

## ABOUT THE ROLE

We’re looking for a talented and driven AI Product Engineer to join our team at Bunkerhill Health. Our platform processes over 200,000 CT scans and millions of patient records each year — directly improving patient outcomes across multiple health systems.

In this role, you’ll take ownership of product features end-to-end, from design through deployment, working closely with cross-functional partners to deliver software that impacts real patients. We do not have product managers, so a lot of what a PM would do at typical companies is the responsibility of an AI Product Engineer at Bunkerhill. You will be working on building and deploying cutting edge agentic workflows at scale. You’ll thrive if you enjoy solving diverse technical problems and working at the intersection of product and engineering. This role is primarily backend focused, with opportunities to contribute across the stack.

We have a beautiful sunny office in SoMa, San Francisco and we go in 4x a week!

## RESPONSIBILITIES

- Produce high-quality, maintainable, and scalable technical work, with a strong focus on reliability, scalability, and readability.
- Take full ownership of product features, from ideation and design to implementation, testing, and deployment.
- Show initiative by staying current on emerging technologies and suggesting improvements to our stack and processes.
- Demonstrate reliability through proactive communication, clear timelines, and the ability to unblock yourself and others when needed.
- Spend time understanding and developing a deep intuition of the product that you're building
- Collaborate across disciplines — with clinicians, end users, non-technical members of the team — by translating goals into clear, actionable, technical solutions.
- Collaborate within engineering through active ideation, thoughtful code reviews, and helping teammates design and deliver robust solutions.

## REQUIREMENTS

- 2+ years of full-time software engineering experience
- Bachelor’s or advanced degree in Computer Science or a related field.
- Strong ability to learn and adapt to new languages, frameworks, and technologies.
- Proficiency in at least one backend language: Our stack is primarily Python + Rust
- Excellent problem-solving, analytical, and communication skills.
- A genuine interest in applying technology to improve healthcare.
- Comfort using AI coding tools

## NICE TO HAVE

- Familiarity with infrastructure tooling: Kubernetes, Helm, Kustomize, Terraform, AWS/GCP.
- Experience with Python frameworks such as Django or Celery.
- Experience with or interest in Rust.
- Familiarity with frontend languages and frameworks like Typescript and React
- Willingness to interface with end users and assist with use case discovery
- Comfort interacting with LLM tooling and willingness to learn about agentic workflows

## BENEFITS & COMPENSATION

- Equity
- Comprehensive benefits (medical, dental, vision, commuter, and 401(k))
- Professional development and growth opportunities

## About Bunkerhill Health

## Company Overview
- **One-liner**: Bunkerhill Health builds an AI-powered workflow platform (Carebricks) that enables health systems to design, deploy, and automate end-to-end clinical and operational tasks.
- **Entity Type**: Private (Series unknown; $30M+ raised from top investors, including Sequoia)
- **Headquarters**: San Francisco, California, USA (also has a presence in New York, NY)
- **Founded**: 2021
- **Founders**: David Eng (CEO) and Nishith Khandwala

## Core Business
- **Primary industry**: Healthcare IT / AI-powered clinical automation
- **Target customers**: Health systems, hospitals, and large medical groups (B2B, Enterprise)
- **Mission or purpose statement**: “Close the gap between the potential of AI in healthcare and its reality in clinical practice” – turning patient data into action without adding to manual workloads.

## Products & Services
- **Carebricks Platform**: An AI-agent platform (LLMs, VLMs, NLP) that integrates with EHRs to automate workflows across any specialty. Includes prior authorization, incidental finding resolution, referral triage, cancer registry submission, and clinical trial matching. Available as a SaaS solution with end-to-end execution, rapid creation, and enterprise security.

## Market Standing
- **Valuation**: Not publicly disclosed.
- **Key Metric**: Over $30 million raised from top-tier venture investors (including Sequoia) as of 2025.
- **Notable Investors/Partners**: Sequoia Capital, Y Combinator (Winter 2019 batch), plus other undisclosed world-class investors.
- **Growth Signals**: Team size grew to ~30 employees (as of mid-2025); recognized by Newsweek AI Impact, Inc. Best in Business, Digital Health Awards, and Forbes 30 Under 30 (founders). SOC 2 Type II, ISO 27001, and HIPAA compliant – indicating enterprise readiness.

## Competitive Advantages
- **End-to-end execution**: Unlike many AI tools that only flag issues, Carebricks automates the entire workflow (e.g., submits prior-auth documents, schedules follow-ups).
- **Flexibility**: Agents can be built for any clinical or operational need in days, not months – extensible across specialties and use cases.
- **Deep integration**: Seamless EHR integration with audit trails and manual approval gates when needed.
- **Security and compliance**: SOC 2 Type II, ISO 27001, HIPAA – critical for healthcare procurement.

## Strategic Focus
- **Scale adoption**: Expanding from a few health systems to nationwide deployment.
- **Product breadth**: Continuously adding new workflow templates (e.g., clinical trials, cancer registry, level-of-care decisions).
- **Platform approach**: Encouraging health systems to build their own AI agents on Carebricks, creating a network effect.

## Why Work Here
- **Culture**: Described as “persistence, collaboration, and a shared belief that healthcare can and must work better.” High-stakes, mission-driven environment.
- **Remote/Hybrid**: Hybrid model with offices in San Francisco and New York; open to remote for certain roles (based on job listings).
- **Notable Perks**: Competitive salary (e.g., $140K–$245K for engineering roles), early-stage equity, direct impact on patient outcomes, and the chance to work on cutting-edge AI/LLM applications in healthcare.
- **Engineering Culture**: Strong emphasis on rapid iteration, real-world testing, and close collaboration with clinicians. Opportunities to own full-stack features and deploy AI into production.

## Sources
1. [bunkerhillhealth.com](https://www.bunkerhillhealth.com/)
2. [bunkerhillhealth.com/about](https://www.bunkerhillhealth.com/about)
3. [bunkerhillhealth.com/careers](https://www.bunkerhillhealth.com/careers)
4. [jobs.ashbyhq.com/bunkerhillhealth](https://jobs.ashbyhq.com/bunkerhillhealth)
5. [ycombinator.com/companies/bunkerhill-health](https://www.ycombinator.com/companies/bunkerhill-health)

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