Full-Stack AI Engineer (evergreen)

We Breathe Life Into Data

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.

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.

The Opportunity at Komodo Health

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.

AI is rewriting what "full-stack" means - the engineers who excel here own the entire intelligence stack: data context and lineage, semantic definitions and business logic, retrieval and tool use, agent orchestration, evals and regression testing, model and prompt versioning, and permissions and governance.

Mission of the Role

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.

Looking back on your first 12 months at Komodo Health, you will have accomplished...

• Shipped production AI features that improve the precision, usability, and intelligence of Komodo's platform.
• Designed and deployed agent-based AI pipelines integrated into real customer-facing products.
• Built internal AI productivity tools that accelerate engineering workflows across Komodo.
• Prototyped and validated new AI approaches using emerging research and model capabilities.
• Contributed reusable prompt templates, orchestration patterns, and AI system architecture.
• Implemented monitoring, evaluation, and observability frameworks for deployed AI services.

What You'll Own

• Designing, building, and deploying end-to-end AI systems across the full intelligence stack.
• Developing agent pipelines, prompt chains, and orchestration frameworks for LLM-driven workflows.
• Selecting the right AI technique (LLMs, classic ML, or hybrid approaches) for the problem at hand.
• Collaborating with PMs, engineers, and data scientists to define requirements and deliver solutions.
• Building scalable AI services with monitoring, evaluation, and deployment pipelines.
• Contributing reusable patterns to Komodo's AI infrastructure and internal tooling ecosystem.

What you bring to Komodo Health (required)

• Experience building production-grade AI systems or AI-powered applications.
• Strong proficiency in Python.
• Experience working with LLMs, prompt engineering, or agent-based architectures.
• Familiarity with modern GenAI tooling and frameworks: vLLM, CrewAI, Strands, OpenAI / Chat Completions APIs.
• Ability to integrate AI capabilities across backend services and product interfaces.
• Experience designing evaluation frameworks, testing strategies, or monitoring systems for AI features.
• Strong collaboration skills across engineering, product, and data teams.

Expectations of AI Use in this role (required)

• 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.

Additional skills and experience we'd prioritize (nice to have)

• Healthcare data expertise.
• Experience with distributed computing frameworks (e.g., Spark, Snowflake, Databricks) for large-scale data processing.

Compensation

• San Francisco Bay Area and New York City: $179,000-$270,000 USD
• All Other US Locations: $156,000-$235,000 USD

Komodo's AI Standard

At Komodo, we're not just witnessing the AI revolution - we're leading it. 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.

Equal Opportunity Statement

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.