If you're interested in joining the Bunkerhill Health team but don't see an opportunity that fits what you're looking for right now, please apply her. We're always looking for talented and motivated people to join our team. We'll reach out if we find a potential match!
","descriptionPlain":"ABOUT THE ROLE\n\nIf you're interested in joining the Bunkerhill Health team but don't see an opportunity that fits what you're looking for right now, please apply her. We're always looking for talented and motivated people to join our team. We'll reach out if we find a potential match!"},{"id":"8e4b579f-374a-4983-abd2-57b3d68d2ce2","title":"AI Product Engineer","department":"Engineering","team":"Engineering","employmentType":"FullTime","location":"SF Office","secondaryLocations":[],"publishedAt":"2025-10-31T20:07:49.500+00:00","isListed":true,"isRemote":true,"workplaceType":"Hybrid","address":{"postalAddress":{"addressRegion":"California","addressCountry":"United States","addressLocality":"San Francisco"}},"jobUrl":"https://jobs.ashbyhq.com/bunkerhillhealth/8e4b579f-374a-4983-abd2-57b3d68d2ce2","applyUrl":"https://jobs.ashbyhq.com/bunkerhillhealth/8e4b579f-374a-4983-abd2-57b3d68d2ce2/application","descriptionHtml":"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!
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.
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
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
Equity
Comprehensive benefits (medical, dental, vision, commuter, and 401(k))
Professional development and growth opportunities
Location: SF or NYC preferred (occasional travel to client sites)
Bunkerhill partners with leading health systems to design and deploy AI-enhanced clinical workflows that are used in real clinical operations. We work directly with clinicians, operations leaders, and IT teams to turn messy clinical reality into scalable, high-impact AI workflows.
We are hiring our first Forward Deployed Product Leads to work directly with health systems and own the successful deployment of AI-enabled care delivery. You will be one of the first people in this role and will help define how AI workflows are designed, deployed, and scaled across Bunkerhill’s customer base.
The Forward Deployed Product Lead owns the end-to-end success of AI deployments across a portfolio of health systems—from discovery through go-live and ongoing optimization.
This is a hands-on role. You will personally design, configure, and deploy AI workflows and agents inside Bunkerhill’s platform—not just define requirements for others to build.
Role mix (approx.):
25% pre-sales: discovery, solution design, demos, pilot scoping
75% post-sales: implementation, workflow build-out, training, iteration, and optimization
Design, test, and refine AI agents and prompt logic within the platform using modern LLM tools.
Formalize clinical reasoning and workflow logic into structured, reliable, and audit-friendly agent designs.
Evaluate outputs against clinical and operational expectations; debug edge cases and failure modes.
Develop reusable workflow patterns and agent templates that can be deployed across customers.
Map current-state clinical workflows and design future-state workflows that incorporate AI agents and automation.
Assemble end-to-end solutions using Bunkerhill’s platform (data inputs → AI agents → work queues → clinician UI → reporting).
Identify product gaps encountered in the field and write concise product briefs to unlock new capabilities, speed deployments, and expand into new specialties.
Partner closely with engineering and product teams to refine, prioritize, and ship improvements.
Serve as the primary day-to-day partner for health system customers, working with frontline staff (schedulers, nurses, coordinators), managers, and executive leaders.
Run structured discovery to understand current workflows, pain points, clinical constraints, and operational goals.
Translate ambiguous problems into clearly scoped deployments with defined success criteria.
Drive change management: timelines, stakeholder alignment, training sessions, rollout plans, and adoption tracking.
Build trust through clear, respectful communication at every level of the organization.
You have a strong sense of ownership and are comfortable being accountable for real-world outcomes.
You have a solid clinical foundation and can quickly learn new clinical domains and workflows.
You are comfortable working directly with both frontline clinical staff and senior executives.
You think like a product builder: you see patterns across customers, write clearly, and focus on scalable solutions rather than one-off custom work.
You are excited about LLMs as practical tools for building durable workflows, not just demos.
You are structured and analytical, but pragmatic and scrappy in imperfect environments.
A traditional software engineering background is not required; experience building within platforms, configuring complex systems, or deploying operational workflows is a strong fit.
Real impact at leading health systems. Our Carebricks platform is live at UTMB Health, Cleveland Clinic, Mayo Clinic, and dozens of other hospitals across the U.S., powering workflows like incidental findings follow-up, prior authorization, referral routing, and more.
Award-winning AI implementation. Bunkerhill was recently named “Best in AI Implementation” in Inc.’s 2025 Best in Business Awards for the way Carebricks lets clinical and operational teams build and deploy AI agents that actually run in day-to-day workflows. Business Wire
Backed by top-tier investors. We’re backed by Sequoia Capital, Felicis, Optum Ventures, SciFi VC, SV Angel, and others, with a raised $25M Series B led by Khosla Ventures.
Recognized as one of AI’s “killer apps.” Sequoia highlighted Bunkerhill as part of the rising cohort of “AI’s Killer Apps” in its AI Ascent keynote, alongside companies like LangChain and OpenEvidence. LinkedIn
Regulatory and clinical credibility, not just demos. Our platform incorporates multiple FDA-cleared algorithms, including models for cardiovascular findings such as aortic valve and mitral annular calcification, now deployed as part of Carebricks in real clinical workflows.
You’re joining at an inflection point: revenue has leapt from early pilot scale to multi-million-dollar ARR in the last year, as health systems standardize critical workflows on Bunkerhill
A chance to help define the category. Bunkerhill’s mission is to close the gap between the potential of AI in healthcare and its reality in clinical practice. As one of the first Forward Deployed Product Leads, you’ll help define how health systems design, ship, and scale AI-enhanced workflows—not just at one hospital, but across a growing network of top institutions.
Bunkerhill partners with leading health systems to design and deploy AI-enhanced clinical workflows that are used in real clinical operations. We work directly with clinicians, operations leaders, and IT teams to turn messy clinical reality into scalable, high-impact AI workflows.
We’re hiring an S-tier Technical Implementation Program Manager to own end-to-end customer delivery of the Bunkerhill Carebricks AI platform across multiple health systems. Carebricks sits on top of the EHR (primarily Epic Systems) and also integrates with ancillary systems (PACS, web portals, etc.).
2026 reality: each customer will have ~10+ use cases, many are net-new and variable.
Location: SF with travel up to 25% to clients
This person will independently own the customer lifecycle across multiple use cases:
Discovery: clarify workflow + data sources + triggers + required writebacks; define architecture & scope.
Ingestion enablement: guide customer teams to stand up cohort feeds / triggers (SQL extracts, HL7, Bulk FHIR, etc.).
Data integrity: validate end-to-end flow and reconcile against Epic/ancillary systems.
Runtime enablement: install/configure Epic on FHIR app (OAuth2 background user, security points, etc.); guide SMART on FHIR where relevant.
Writebacks: implement best writeback channel per use case (FHIR create APIs, HL7 Z-segments, portal APIs, SMART workflows).
Execution: build and enforce plan, manage risks/dependencies, drive internal engineering + customer IT to hit deadlines through go-live + hypercare.
A) EHR + interoperability integration depth
Proven delivery experience integrating with EHRs (ideally Epic Systems) and/or major health-system IT environments.
Hands-on fluency across HL7 v2, FHIR R4, OAuth2 / app registration, and interface troubleshooting.
B) Data ingestion + validation
Experience with cohort feeds / triggers via SQL extracts (e.g. Epic Clarity), HL7 feeds, and/or Bulk FHIR.
Can run (or direct) data integrity validation: sampling, reconciliation, edge cases, monitoring.
C) Writeback architecture
Track record writing results back into EHRs or clinical systems via:
FHIR create APIs (e.g., docs/observations/notes patterns)
HL7 customization (Z-segments)
External portal APIs / webhooks
SMART-based workflow patterns (nice-to-have but strong signal)
D) Implementation ownership
Has owned implementations end-to-end: discovery → build → go-live → hypercare (post-live), with measurable outcomes.
Real impact at leading health systems. Our Carebricks platform is live at UTMB Health, Cleveland Clinic, Mayo Clinic, and dozens of other hospitals across the U.S., powering workflows like incidental findings follow-up, prior authorization, referral routing, and more.
Award-winning AI implementation. Bunkerhill was recently named “Best in AI Implementation” in Inc.’s 2025 Best in Business Awards for the way Carebricks lets clinical and operational teams build and deploy AI agents that actually run in day-to-day workflows. Business Wire
Backed by top-tier investors. We’re backed by Sequoia Capital, Felicis, Optum Ventures, SciFi VC, SV Angel, and others, with a raised $30M Series A led by Sequoia and Felicis.
Recognized as one of AI’s “killer apps.” Sequoia highlighted Bunkerhill as part of the rising cohort of “AI’s Killer Apps” in its AI Ascent keynote, alongside companies like LangChain and OpenEvidence. LinkedIn
Regulatory and clinical credibility, not just demos. Our platform incorporates multiple FDA-cleared algorithms, including models for cardiovascular findings such as aortic valve and mitral annular calcification, now deployed as part of Carebricks in real clinical workflows.
You’re joining at an inflection point: revenue has leapt from early pilot scale to multi-million-dollar ARR in the last year, as health systems standardize critical workflows on Bunkerhill
A chance to help define the category. Bunkerhill’s mission is to close the gap between the potential of AI in healthcare and its reality in clinical practice. As one of the first Forward Deployed Product Leads, you’ll help define how health systems design, ship, and scale AI-enhanced workflows—not just at one hospital, but across a growing network of top institutions.
We've run agents across 6M patient records and over 10M workflows in the last year, all on our platform, Carebricks.
We're hiring a founding forward deployed engineer to take us through the next 100M.
Healthcare is messy. The distance between a good clinical idea and a working system is enormous, and most of that distance is unglamorous: legacy system integrations that fight back, FHIR resources that arrive malformed from production endpoints, edge cases that change what happens to a patient. The rest is frontier AI work, where there's nothing to copy because nobody has built it yet.
As our first FDE, a typical week looks like:
Stakeholder meetings. Physicians, hospital IT, clinical and operational champions. Anyone with an idea worth putting into production.
Use case scoping. Work with internal and external champions to figure out how to productionize an idea, what success actually measures, and the path to get there.
Use case building. Translate loosely defined ideas into concrete agents inside Carebricks. Build evals to ensure agents are doing what they're supposed to.
Use case alignment. Ensure use cases continue to deliver value, whether that means updates to agents, updates based on the latest clinical guidelines, or updates based on operational considerations.
Core engineering. Change the platform based on what you learned from users, and from using Carebricks yourself all week.
We're looking for great engineers who want real ownership. The loop from \"a physician told me this is broken\" to \"the platform no longer works that way\" should close in days, and you own the whole loop.
This role wants someone who can hold a conversation with a clinical champion in the morning and debug a production pipeline in the afternoon, and be customer outcome obsessed. If this sounds like a challenge you're up for, we want to meet you.
Our engineering team has 3 core values:
Build for the patient: We do what we do so that patients get better healthcare.
Own it and ship it: Own everything you do, and make sure you're always shipping.
Be bold together: Be part of a high performance team where we take big bets and have each others' backs.
If you want to be a part of making healthcare enterprises around the world AI native, apply and tell us what makes you the ideal fit. This position is based in our San Francisco office (4 days/week in-person), and we are happy to assist with relocation if needed.
","descriptionPlain":"We've run agents across 6M patient records and over 10M workflows in the last year, all on our platform, Carebricks.\n\nWe're hiring a founding forward deployed engineer to take us through the next 100M.\n\nHealthcare is messy. The distance between a good clinical idea and a working system is enormous, and most of that distance is unglamorous: legacy system integrations that fight back, FHIR resources that arrive malformed from production endpoints, edge cases that change what happens to a patient. The rest is frontier AI work, where there's nothing to copy because nobody has built it yet.\n\nAs our first FDE, a typical week looks like:\n\n - Stakeholder meetings. Physicians, hospital IT, clinical and operational champions. Anyone with an idea worth putting into production.\n\n - Use case scoping. Work with internal and external champions to figure out how to productionize an idea, what success actually measures, and the path to get there.\n\n - Use case building. Translate loosely defined ideas into concrete agents inside Carebricks. Build evals to ensure agents are doing what they're supposed to.\n\n - Use case alignment. Ensure use cases continue to deliver value, whether that means updates to agents, updates based on the latest clinical guidelines, or updates based on operational considerations.\n\n - Core engineering. Change the platform based on what you learned from users, and from using Carebricks yourself all week.\n\nWe're looking for great engineers who want real ownership. The loop from \"a physician told me this is broken\" to \"the platform no longer works that way\" should close in days, and you own the whole loop.\n\nThis role wants someone who can hold a conversation with a clinical champion in the morning and debug a production pipeline in the afternoon, and be customer outcome obsessed. If this sounds like a challenge you're up for, we want to meet you.\n\n \n\nOur engineering team has 3 core values:\n\n - Build for the patient: We do what we do so that patients get better healthcare.\n\n - Own it and ship it: Own everything you do, and make sure you're always shipping.\n\n - Be bold together: Be part of a high performance team where we take big bets and have each others' backs.\n\nIf you want to be a part of making healthcare enterprises around the world AI native, apply and tell us what makes you the ideal fit. This position is based in our San Francisco office (4 days/week in-person), and we are happy to assist with relocation if needed."}],"apiVersion":"1"}