The Opportunity at Komodo Health:
Healthcare in the U.S. is a mess. Komodo Health is fixing that—with data. We’ve mapped the patient journey across the country to build the most complete picture of disease burden and treatment gaps. Our customers—pharma companies, payers, and health systems—use this data to make decisions that meaningfully improve patient outcomes.
Labs@Komodo builds the AI-native platforms and systems that turn this data into action. We are the team behind Marmot, Komodo’s AI-native product—designed with AI embedded directly into both the interface and the development workflow. By combining Komodo’s unmatched healthcare data with modern LLMs, Marmot is delivering some of the most compelling real-world insights of the new AI era.
Mission of the Role:
As a Staff Applied AI Engineer, you are a cross-functional AI leader and strategic thought partner. This role exists to define Komodo’s long-term AI capabilities, set company-wide technical standards, architect foundational AI systems, and guide teams toward scalable, safe, and innovative AI development. You will influence data strategy, drive build-vs-buy evaluations, and meaningfully shift Komodo’s AI-native infrastructure and culture.
Looking back on your first 12 months at Komodo Health, you will have accomplished…
- Defined strategic AI capabilities aligned to Komodo’s core business and product roadmap.
- Architected reusable AI platforms, frameworks, or orchestration layers adopted across multiple teams.
- Set standards for responsible AI, safety, prompt design, explainability, and bias mitigation.
- Led high-impact AI initiatives that shaped Komodo’s internal and external product strategy.
- Provided deep technical guidance that unblocked complex problems across teams.
- Built internal alignment on AI investment strategy, tooling, governance, and long-term direction.
What you’ll own:
- Help design company-wide AI vision, standards, and reference architectures.
- Defining and building foundational AI platforms (e.g., internal agent frameworks, orchestration systems).
- Acting as a multiplier by mentoring teams, running workshops, and driving organizational knowledge sharing.
- Making high-level technical decisions, including evaluating major build-vs-buy choices for platforms and tooling.
- Shaping Komodo’s data strategy from an AI perspective—requirements, quality, orientation, and long-term structure.
- Leading complex applied research initiatives that push Komodo into new AI capability frontiers.
- Ensuring Komodo’s AI systems meet high bars for reliability, accountability, ethics, and transparency.
What you bring to Komodo Health (required):
- Recognized expert in applied AI with demonstrated impact across multiple teams or organizational domains.
- Extensive experience architecting end-to-end AI systems, multi-agent architectures, and large-scale orchestration frameworks.
- Deep technical sophistication with LLMs, agent safety, responsible AI, observability, and ML lifecycle governance.
- Strong fluency in Python, GenAI frameworks (vLLM, Strands, Crew AI), and full-stack system integration.
- Experience influencing strategic technical direction and driving adoption of foundational AI frameworks.
- Exceptional communication skills with the ability to align diverse stakeholders.
Expectations of AI Use in this role (required):
You will operate as a strategic AI leader—setting patterns, driving adoption, and ensuring Komodo stays at the forefront of applied AI innovation.
Additional skills and experience we’d prioritize (nice to have)…
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Deep healthcare data or healthcare system expertise
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Experience leading large-scale distributed data and compute systems (e.g., Spark, Databricks, Snowflake).
**Open to remote
