Staff AI Software Engineer

Komodo Health • San Francisco, CA

1d • $225,000 - $298,000 • Hybrid

About The Position

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 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. 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. 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 — and enjoy the journey along the way. The Opportunity at Komodo Health: Komodo Health is transforming healthcare by building the leading healthcare analytics platform. Our AI team, Labs@Komodo, is pioneering this transformation by delivering AI-native solutions that elevate both the products we bring to market and the way we build them. As a Staff Applied AI Engineer, you will define strategic AI capabilities, set technical standards, and act as a cross-functional multiplier. You’ll bring deep expertise in applied AI—especially in generative models, orchestration frameworks, and responsible AI practices—to accelerate Komodo’s innovation across internal and external domains. Looking back on your first 12 months at Komodo Health, you will have accomplished… Defined and rolled out company-wide AI patterns, best practices, and standards that guide prompt design, agent orchestration, and responsible AI use. Designed and launched reusable AI frameworks that were adopted across multiple teams, enabling faster and safer product innovation. Delivered high-impact AI systems that scaled from prototype to production, creating measurable business and healthcare outcomes. Acted as a multiplier by mentoring engineers, leading workshops, and unblocking complex AI design challenges. Drove build-vs-buy evaluations for core AI platforms, making strategic calls on partnerships, open-source adoption, or internal development. Influenced Komodo’s data strategy with an AI-first lens, ensuring model performance, governance, and explainability are embedded into workflows.

Requirements

• A proven track record of delivering AI systems that transition from research prototypes into scalable, production-ready products.
• Strong technical leadership in generative AI, LLMs, orchestration frameworks, multi-agent systems, and responsible AI practices.
• Fluency in Python and experience with modern GenAI toolchains (e.g., vLLM, Crew AI, Strands, LangChain, Chat Completions API).
• Full-stack engineering proficiency (front-end frameworks like React/Vue; back-end systems like FastAPI, Django, or Flask) with an ability to ship complete AI-powered features.
• Experience setting company-wide standards in AI development, governance, and MLOps (CI/CD for AI, versioning, monitoring).
• Excellent collaboration and communication skills to influence both technical and non-technical stakeholders.
• Degree in Computer Science, Machine Learning, or equivalent professional experience with demonstrable impact.

Nice To Haves

• Expertise in healthcare data modalities (claims, EHR, genomic data).
• Experience leading large-scale distributed data and compute systems (e.g., Spark, Databricks, Snowflake).
• Track record of influencing data strategy and architecture in complex domains.

Responsibilities

• Defining and evolving Komodo’s strategic AI capabilities in alignment with business goals and healthcare product needs.
• Designing end-to-end AI solutions, from prototyping through production, with an emphasis on scalability, reliability, and ethical safeguards.
• Partnering across engineering, product, and operations to identify opportunities where AI-native approaches create outsized leverage.
• Driving experimentation with emerging AI toolchains (e.g., Gemini, GPT, Claude, open-source agents), evaluating impact, and guiding adoption.
• Shaping reference architectures and reusable frameworks that accelerate product teams and ensure quality across Komodo’s AI ecosystem.
• Leading cross-functional knowledge sharing through playbooks, workshops, and technical mentorship, raising the bar across teams.
• Ensuring robust observability, governance, and explainability mechanisms for AI features deployed at scale.

Benefits

• Positions may be eligible for company benefits in accordance with Company policy.
• We offer a competitive total rewards package including medical, dental and vision coverage along with a broad range of supplemental benefits including 401k Retirement Plan, prepaid legal assistance, and more.
• We also offer paid time off for vacation, sickness, holiday, and bereavement.
• We are pleased to be able to provide 100% company-paid life insurance and long-term disability insurance.

What This Job Offers

• Job Type: Full-time
• Career Level: Mid Level
• Number of Employees: 501-1,000 employees