Full-Stack AI Engineer (evergreen)

<div class="content-intro"><p><strong>We Breathe Life Into Data</strong></p> <p><span style="font-weight: 400;">At Komodo Health, our mission is to reduce the global burden of disease. And we believe that smarter use of data is essential to this mission. That’s why we built the <a href="https://www.komodohealth.com/technology/healthcare-map?hsLang=en" target="_blank">Healthcare Map</a> — the industry’s largest, most complete, precise view of the U.S. healthcare system — by combining de-identified, real-world patient data with innovative algorithms and decades of clinical experience. The Healthcare Map serves as our foundation for a powerful suite of software applications, helping us answer healthcare’s most complex questions for our partners. Across the healthcare ecosystem, we’re helping our clients unlock critical insights to track detailed patient behaviors and treatment patterns, identify gaps in care, address unmet patient needs, and reduce the global burden of disease.&nbsp;</span></p> <p><span style="font-weight: 400;">As we pursue these goals, it remains essential to us that we stay grounded in our values: be awesome, seek growth, deliver “wow,” and enjoy the ride. At Komodo, you will be joining a team of ambitious, supportive Dragons with diverse backgrounds but a shared passion to deliver on our mission to reduce the burden of disease —&nbsp;and enjoy the journey along the way. </span></p></div><p data-start="135" data-end="259"><em><strong>Of note, this role will remain posted until July 17, so we have time to review applications thoughtfully. Once all current resumes have been reviewed, the role will be reposted as needed.</strong></em></p> <p><strong>The Opportunity at Komodo Health:</strong>&nbsp;</p> <div class="_chunkWrapper_6ta1u_30"> <div class="_chunkWrapper_6ta1u_30"> <p class="font-claude-response-body break-words whitespace-normal"><span class="_animating_6ta1u_10" data-newtext-seq="0">Healthcare</span><span class="_animating_6ta1u_10" data-newtext-seq="10"> in the U.S. is a mess. Komodo Health </span><span class="_animating_6ta1u_10" data-newtext-seq="48">is fixing that—with data. We've mapped </span><span class="_animating_6ta1u_10" data-newtext-seq="87">the patient journey across the country </span><span class="_animating_6ta1u_10" data-newtext-seq="126">to build the most complete picture of </span><span class="_animating_6ta1u_10" data-newtext-seq="164">disease burden and treatment gaps. Our </span><span class="_animating_6ta1u_10" data-newtext-seq="203">customers—pharma companies, payers, and </span><span class="_animating_6ta1u_10" data-newtext-seq="243">health systems—use this data to make </span><span class="_animating_6ta1u_10" data-newtext-seq="280">decisions that meaningfully improve </span><span class="_animating_6ta1u_10" data-newtext-seq="316">patient outcomes.</span></p> </div> <div class="_chunkWrapper_6ta1u_30"> <p class="font-claude-response-body break-words whitespace-normal"><span class="_animating_6ta1u_10" data-newtext-seq="0">Labs@Komodo builds </span><span class="_animating_6ta1u_10" data-newtext-seq="19">the AI-native platforms and systems </span><span class="_animating_6ta1u_10" data-newtext-seq="55">that turn this data into action. We are </span><span class="_animating_6ta1u_10" data-newtext-seq="95">the team behind Marmot, Komodo's </span><span class="_animating_6ta1u_10" data-newtext-seq="128">AI-native product—designed with AI </span><span class="_animating_6ta1u_10" data-newtext-seq="163">embedded directly into both the </span><span class="_animating_6ta1u_10" data-newtext-seq="195">interface and the development workflow. </span><span class="_animating_6ta1u_10" data-newtext-seq="235">By combining Komodo's unmatched </span><span class="_animating_6ta1u_10" data-newtext-seq="267">healthcare data with modern LLMs, </span><span class="_animating_6ta1u_10" data-newtext-seq="301">Marmot is delivering some of the most </span><span class="_animating_6ta1u_10" data-newtext-seq="339">compelling real-world insights of the </span><span class="_animating_6ta1u_10" data-newtext-seq="377">new AI era.</span></p> </div> <div class="_chunkWrapper_6ta1u_30"> <p class="font-claude-response-body break-words whitespace-normal"><span class="_animating_6ta1u_10" data-newtext-seq="0">Building Marmot has </span><span class="_animating_6ta1u_10" data-newtext-seq="20">sharpened our view of what this </span><span class="_animating_6ta1u_10" data-newtext-seq="52">discipline actually demands. AI is </span><span class="_animating_6ta1u_10" data-newtext-seq="87">rewriting what "full-stack" means — the </span><span class="_animating_6ta1u_10" data-newtext-seq="127">engineers who excel here own the entire </span><span class="_animating_6ta1u_10" data-newtext-seq="167">intelligence stack: data context and </span><span class="_animating_6ta1u_10" data-newtext-seq="204">lineage, semantic definitions and </span><span class="_animating_6ta1u_10" data-newtext-seq="238">business logic, retrieval and tool use, </span><span class="_animating_6ta1u_10" data-newtext-seq="278">agent orchestration, evals and </span><span class="_animating_6ta1u_10" data-newtext-seq="309">regression testing, model and prompt </span><span class="_animating_6ta1u_10" data-newtext-seq="346">versioning, and permissions and </span><span class="_animating_6ta1u_10" data-newtext-seq="378">governance. And they bring the product </span><span class="_animating_6ta1u_10" data-newtext-seq="417">intuition to connect all of it to real </span><span class="_animating_6ta1u_10" data-newtext-seq="456">outcomes. In healthcare, the stakes are </span><span class="_animating_6ta1u_10" data-newtext-seq="496">higher still — AI systems must function </span><span class="_animating_6ta1u_10" data-newtext-seq="536">amid messy real-world data, </span><span class="_animating_6ta1u_10" data-newtext-seq="564">domain-specific definitions, privacy </span><span class="_animating_6ta1u_10" data-newtext-seq="601">constraints, and high-stakes clinical </span><span class="_animating_6ta1u_10" data-newtext-seq="639">and commercial decisions. </span><span class="_animating_6ta1u_10" data-newtext-seq="665">Trustworthiness isn't a nice-to-have. </span><span class="_animating_6ta1u_10" data-newtext-seq="703">It's the product.</span></p> </div> </div> <p><strong style="font-size: 10pt;">Mission of the Role:</strong></p> <p class="font-claude-response-body break-words whitespace-normal">As a Full-Stack AI Engineer, you will design and deploy end-to-end AI solutions that power real products and internal tools. You'll work at the intersection of applied research, engineering, and product development — bringing modern AI techniques into scalable production systems.</p> <p class="font-claude-response-body break-words whitespace-normal">You'll operate in a lean, high-leverage pod: a small team of Full-Stack AI Engineers paired closely with a PM who deeply understands the customer workflow — built to compress the discovery loop and ship things that actually matter. You'll also collaborate with platform and data teams to build AI capabilities that transform how healthcare data is explored, understood, and operationalized.</p> <p><strong>Looking back on your first 12 months at Komodo Health, you will have accomplished…</strong>&nbsp;</p> <ul> <li class="font-claude-response-body whitespace-normal break-words pl-2">Shipped production AI features that improve the precision, usability, and intelligence of Komodo's platform.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Designed and deployed agent-based AI pipelines integrated into real customer-facing products.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Built internal AI productivity tools that accelerate engineering workflows across Komodo.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Prototyped and validated new AI approaches using emerging research and model capabilities.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Contributed reusable prompt templates, orchestration patterns, and AI system architecture.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Implemented monitoring, evaluation, and observability frameworks for deployed AI services.</li> </ul> <p><strong>What You'll Own:</strong></p> <ul> <li class="font-claude-response-body whitespace-normal break-words pl-2">Designing, building, and deploying end-to-end AI systems across the full intelligence stack — from data context and retrieval to agent orchestration, evals, versioning, and governance.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Developing agent pipelines, prompt chains, and orchestration frameworks for LLM-driven workflows.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Selecting the right AI technique (LLMs, classic ML, or hybrid approaches) for the problem at hand.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Collaborating with PMs, engineers, and data scientists to define requirements and deliver solutions.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Building scalable AI services with monitoring, evaluation, and deployment pipelines.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Contributing reusable patterns to Komodo's AI infrastructure and internal tooling ecosystem.</li> </ul> <p><strong>What you bring to Komodo Health (required):</strong></p> <ul> <li class="font-claude-response-body whitespace-normal break-words pl-2">Experience building production-grade AI systems or AI-powered applications.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Strong proficiency in Python.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Experience working with LLMs, prompt engineering, or agent-based architectures.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Familiarity with modern GenAI tooling and frameworks: vLLM, CrewAI, Strands, OpenAI / Chat Completions APIs.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Ability to integrate AI capabilities across backend services and product interfaces.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Experience designing evaluation frameworks, testing strategies, or monitoring systems for AI features.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Strong collaboration skills across engineering, product, and data teams.</li> </ul> <p><strong>Expectations of AI Use in this role (required):</strong></p> <ul> <li data-start="5590" data-end="5628">At Komodo, AI is core to how we build. Full-Stack AI Engineers are expected to actively experiment with new AI techniques, share learnings across teams, and contribute to evolving best practices for building reliable, scalable AI systems. You will play a key role in shaping Komodo's AI-first engineering culture.</li> </ul> <p><strong>Additional skills and experience we’d prioritize (nice to have)…</strong></p> <ul> <li class="font-claude-response-body whitespace-normal break-words pl-2">Healthcare data expertise.</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Experience with distributed computing frameworks (e.g., Spark, Snowflake, Databricks) for large-scale data processing.</li> </ul> <p>*Compensation bands are inclusive of two levels</p> <p>**Location flexible: NYC or SF hybrid, or remote</p> <p>***Of note, this role will remain posted until July 17, so we have time to review applications thoughtfully. Once all current resumes have been reviewed, the role will be reposted as needed.</p><div class="content-pay-transparency"><div class="pay-input"><div class="description"><p>The pay range for each job posting reflects a minimum and maximum range of annual base pay that we reasonably expect to pay for this position within the US. We carefully consider multiple business-related factors when determining compensation, including job-related skills, work experience, geographic work location, relevant training and certifications, business needs and market demands.</p> <p>&nbsp;</p> <p>The starting annual base pay for this role is listed below. This position may be eligible for performance-based bonuses as determined in the Company’s sole discretion and in accordance with a written agreement or plan. This role may also be eligible for equity awards. In addition, this role is eligible for benefits including, but not limited to, comprehensive health, dental, and vision insurance; flexible time off and holidays; 401(k) with company match; disability insurance and life insurance; and leaves of absence in accordance with applicable state and local laws and regulations and company policy.&nbsp;</p></div><div class="title">San Francisco Bay Area and New York City:</div><div class="pay-range"><span>$179,000</span><span class="divider">&mdash;</span><span>$270,000 USD</span></div></div><div class="pay-input"><div class="title">All Other US Locations: </div><div class="pay-range"><span>$156,000</span><span class="divider">&mdash;</span><span>$235,000 USD</span></div></div></div><div class="content-conclusion"><p data-start="513" data-end="581"><strong>Komodo's AI Standard<br></strong></p> <p data-sourcepos="9:1-9:347">At Komodo, we're not just witnessing the AI revolution – we're leading it. This is a pivotal moment in time, where being first to market with AI transforms industries and sets the bar. We've already established industry leadership in leveraging AI to revolutionize healthcare, and we expect every team member to contribute.&nbsp;AI here isn't optional; it's foundational. We expect you to integrate AI into your daily work – from summarizing documents to automating workflows and uncovering insights. This isn't just about efficiency; it's about making every moment more meaningful, building on trust in AI, and driving our collective success.</p> <p><strong><em>Join us in shaping the future of healthcare intelligence.</em><br><br>Where You’ll Work</strong></p> <p>Komodo Health has a hybrid work model with hubs in San Francisco, New York City, and Chicago. Roles vary — some can be performed from anywhere in the country, others are scoped to a specific region, and some are based near one of our hubs. For hub-based Dragons, we're building intentional in-office rhythms alongside the flexibility that's core to how we work. Whatever your setup, expectations will always be clear before you join.</p> <p><strong>Equal Opportunity Statement</strong></p> <p><span style="font-weight: 400;">Komodo Health provides equal employment opportunities to all applicants and employees. We prohibit discrimination and harassment of any type with 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.&nbsp;</span></p> <p data-start="279" data-end="506">By submitting your application, you acknowledge that you have read and understand Komodo Health’s&nbsp;<a class="decorated-link" href="https://www.komodohealth.com/privacy-notice-for-employees-and-contractors/" target="_new" data-start="381" data-end="503">Privacy Notice for Employees and Contractors</a>.</p> <p data-start="513" data-end="581"><em>This notice explains how we collect, use, and retain applicant data.</em></p></div>