Full-Stack AI Engineer (evergreen)

Komodohealth; San Francisco (CA); Hybrid; USD 156,000 - 270,000; Full time

Benefits offered by this job

Comprehensive health insurance

Flexible time off

401(k) with company match

Equity awards and bonuses

Job summary

Komodohealth is looking for a Full-Stack AI Engineer to design and deploy end-to-end AI solutions that enhance their platform. This role is central to developing AI systems that improve healthcare data utilization.

The ideal candidate will have strong proficiency in Python, experience with LLMs, and a collaborative mindset to work closely with various teams. The position offers flexible work arrangements, including hybrid and remote options.

Compensation ranges from $179,000 to $270,000 depending on location, along with comprehensive benefits.

Qualifications

• Experience building production-grade AI systems or AI-powered applications.
• Ability to integrate AI capabilities across backend services and product interfaces.
• Strong collaboration skills across engineering, product and data teams.

Responsibilities

• Design and deploy end-to-end AI systems across the full intelligence stack.
• Collaborate with PMs, engineers and data scientists to define requirements and deliver solutions.
• Build scalable AI services with monitoring and deployment pipelines.

Skills

Python

LLMs Experience

Prompt Engineering

AI System Design

Collaboration

Tools

OpenAI / Chat Completions APIs

vLLM

CrewAI

Strands

Job description

About Komodo Health

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. 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 the foundation for a powerful suite of software applications, helping us answer healthcare’s most complex questions for our partners.

We are a team of ambitious, supportive Dragons with diverse backgrounds, sharing a passion to deliver on our mission and enjoy the journey along the way.

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.

You’ll operate in a lean, high‑leverage pod: a small team of Full‑Stack AI Engineers paired closely with a PM who deeply understands the customer workflow. You’ll collaborate with platform and data teams to build AI capabilities that transform how healthcare data is explored, understood and operationalized.

First 12 Months

• Ship production AI features that improve the precision, usability and intelligence of Komodo's platform.
• Design and deploy agent‑based AI pipelines integrated into real customer‑facing products.
• Build internal AI productivity tools that accelerate engineering workflows across Komodo.
• Prototype and validate new AI approaches using emerging research and model capabilities.
• Contribute reusable prompt templates, orchestration patterns and AI system architecture.
• Implement monitoring, evaluation and observability frameworks for deployed AI services.

What You’ll Own

• Design, build and deploy end‑to‑end AI systems across the full intelligence stack.
• 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.

Required Qualifications

• 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 such as 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

• Active experimentation with new AI techniques, sharing learnings and contributing to evolving best practices for building reliable and scalable AI systems. You will play a key role in shaping Komodo’s AI‑first engineering culture.

Nice to Have

• Healthcare data expertise.
• Experience with distributed computing frameworks such as Spark, Snowflake or Databricks for large‑scale data processing.

Location

Location flexible: NYC or SF hybrid, or remote.

Compensation

San Francisco Bay Area and New York City: $179,000 – $270,000 USD

All other US locations: $156,000 – $235,000 USD

Starting base pay may be eligible for performance‑based bonuses and equity awards. Benefits include comprehensive health, dental and vision insurance, flexible time off and holidays, 401(k) with company match, disability and life insurance and leaves of absence in accordance with applicable laws.

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.

Privacy Notice

By submitting your application, you acknowledge that you have read and understand Komodo Health’s Privacy Notice for Employees and Contractors.