At Komodo Health, our mission is to reduce the global burden of disease. We believe that smarter use of data is essential to this mission. That’s why we built the Healthcare Map — 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.
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 Senior AI Platform Engineer, you own the design and delivery of production-grade AI platform systems end-to-end. This role exists to translate emerging AI capabilities into reliable, scalable infrastructure while establishing repeatable patterns that accelerate AI development across Komodo. Looking back on your first 12 months at Komodo Health, you will have accomplished…
Shipped production-grade AI platform components that materially improve scalability, reliability, or development velocity.
Led architecture and design for complex AI systems, including agent workflows, orchestration layers, and evaluation pipelines.
Translated applied research and experimentation into deployable, maintainable AI systems.
Built evaluation, monitoring, and A/B testing frameworks to measure AI performance and impact in production.
Partnered with data, product, and platform teams to integrate AI capabilities into core workflows.
Improved AI infrastructure and MLOps workflows, including versioning, CI/CD, and observability.
Mentored engineers on AI system design, debugging, and platform best practices.
What You’ll Own (Responsibilities)
Architecting, building, and deploying end-to-end AI platform systems.
Designing reusable agent patterns, orchestration flows, and evaluation frameworks.
Contributing to internal AI standards, templates, and platform conventions.
Transitioning prototypes into scalable, well-governed production systems.
What you bring to Komodo Health (required)
Proven experience building production AI systems or platforms end-to-end.
Strong Python fluency and experience with LLMs, agent orchestration, and modern GenAI frameworks.
Solid foundation in data engineering and platform-aware system design.
Experience collaborating closely with infrastructure and platform teams.
Expectations of AI Use in this role (required)
You will actively experiment with new AI techniques, contribute to shared platform patterns, and help scale AI development across Komodo through high-leverage systems and best practices.
Additional skills and experience we’d prioritize (nice to have)
Healthcare data experience.
Experience with distributed computing frameworks (e.g., Spark, Snowflake, Databricks) for large-scale data processing.
Benefits
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.
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