Full-Stack AI Engineer (evergreen)
About The Position
Komodo Health is seeking a Full-Stack AI Engineer to join their Labs@Komodo team, which builds AI-native platforms and systems. This role will focus on designing and deploying end-to-end AI solutions that power real products and internal tools, working at the intersection of applied research, engineering, and product development. The engineer will bring modern AI techniques into scalable production systems and operate within a lean, high-leverage pod closely paired with a Product Manager. Collaboration with platform and data teams is expected to build AI capabilities that transform how healthcare data is explored, understood, and operationalized. The company emphasizes an AI-first engineering culture where AI is foundational to daily work and innovation.
Requirements
- 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.
Nice To Haves
- Healthcare data expertise.
- Experience with distributed computing frameworks (e.g., Spark, Snowflake, Databricks) for large-scale data processing.
Responsibilities
- Design and deploy end-to-end AI solutions that power real products and internal tools.
- Work at the intersection of applied research, engineering, and product development.
- Bring modern AI techniques into scalable production systems.
- Operate in a lean, high-leverage pod paired closely with a Product Manager.
- Collaborate with platform and data teams to build AI capabilities.
- Design, build, and deploy end-to-end AI systems across the full intelligence stack — from data context and retrieval to agent orchestration, evals, versioning, and governance.
- Develop agent pipelines, prompt chains, and orchestration frameworks for LLM-driven workflows.
- Select the right AI technique (LLMs, classic ML, or hybrid approaches) for the problem at hand.
- Collaborate with PMs, engineers, and data scientists to define requirements and deliver solutions.
- Build scalable AI services with monitoring, evaluation, and deployment pipelines.
- Contribute reusable patterns to Komodo's AI infrastructure and internal tooling ecosystem.
- Actively experiment with new AI techniques, share learnings across teams, and contribute to evolving best practices for building reliable, scalable AI systems.
- Integrate AI into daily work – from summarizing documents to automating workflows and uncovering insights.
Benefits
- Comprehensive health, dental, and vision insurance
- Flexible time off and holidays
- 401(k) with company match
- Disability insurance
- Life insurance
- Leaves of absence in accordance with applicable state and local laws and regulations and company policy.
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What This Job Offers
Job Type
Full-time
Career Level
Mid Level
Education Level
No Education Listed
