We Breathe Life Into Data
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
Generation of a medically-related patient cohort is the gateway to all the work we do at Komodo Health.
As a member of Universal Cohort Creator (‘UCC’), the team responsible for Komodo’s standardized approach to healthcare cohort generation, you are ensuring that every product in our catalog has a standard, performant approach to meeting their core data needs.
You are responsible for the backbone data retrieval and transformations required by our internal service layer used to serve cohort generation along a variety of axes - patients, payers, providers, etc.
This role is primarily backend-focused, but ties into the end-to-end function of the complex cohort generation queries served through the cohort generation API, ensuring adherence to SLAs, and for the underlying caching necessary to support the variety of distinct access patterns across our entire product suite.
Looking back on your first 12 months at Komodo Health, you will have…
- Expanded or enhanced the UCC API’s internal data model to ensure timely performance for all types of cohort generation requests.
- Partnered with product managers to understand the variety of internal and external cohort specification needs across a diverse set of use cases.
- Managed technical dependencies between different microservices to ensure smooth operations.
You will accomplish these outcomes through the following responsibilities…
- Performing updates to the UCC codebase to support product requirements.
- Participating in the agile development process.
- Collaborating with Data Engineers on the team to ensure correct pull-through of new assets, or changes to assets.
- Triage of incoming support requests from our downstream engineering teams.
What you bring to Komodo Health (required):
- Experience designing APIs for use in web application development (synchronous vs asynchronous response patterns, caching strategies, etc.).
- Experience optimizing data retrieval processes supporting API output, as above, ideally within a low query volume / high data volume environment.
- Demonstrably deep experience with Python.
- Demonstrably deep experience with relevant ‘big data’ processing through a modern MPP database like Snowflake.
- Understand and design for non-functional concerns such as performance, cost optimization, maintainability and developer experience.
- Strong communication with engineers, product managers, and salespeople.
Expectations of AI Use in this role (required):
Judgement & Creativity:
- Applies AI strategically, knowing how to use the right tools at the right time to solve problems or generate new ideas
- Uses AI to accelerate feedback loops, test ideas, and make informed decisions faster
- Applies both judgment and creativity when working with AI and understands its limitations
Curiosity & Initiative:
- Demonstrates curiosity and initiative in exploring new AI tools and workflows relevant to their role
- Has developed or shared AI-enhanced workflows, automations, or prompts with others
Integration & Productivity:
- Brings a reflexive AI mindset and uses AI as a natural part of their process to iterate, research, and deliver better work
- Comfortable working in AI-enhanced environments across writing, data analysis, content creation, or design
- Regularly leverages AI tools such as Notion AI, Perplexity, Claude, Descript, Runway, Midjourney, or Microsoft Copilot i.e. to improve speed, clarity, or creative output
Additional skills and experience we’d prioritize (nice to have)…
- Experience using Iceberg.
- Knowledge of AWS technologies and services.
#LI-Remote
The pay range for each job posting reflects a minimum and maximum range of annual base pay that we reasonably expect to pay for this position within the US. We carefully consider multiple business-related factors when determining compensation, including job-related skills, work experience, geographic work location, relevant training and certifications, business needs and market demands.
The starting annual base pay for this role is listed below. 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.
Komodo's AI Standard
At Komodo, we're not just witnessing the AI revolution – we're leading it. This is a pivotal moment in time, where being first to market with AI transforms industries and sets the bar. We've already established industry leadership in leveraging AI to revolutionize healthcare, and we expect every team member to contribute. 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. This isn't just about efficiency; it's about making every moment more meaningful, building on trust in AI, and driving our collective success.
Join us in shaping the future of healthcare intelligence.
Where You’ll Work
Komodo Health has a hybrid work model; we recognize the power of choice and importance of flexibility for the well-being of both our company and our individual Dragons. Roles may be completely remote based anywhere in the country listed, remote but based in a specific region, or local (commuting distance) to one of our hubs in San Francisco, New York City, or Chicago with remote work options.
What We Offer
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. This information is intended to be a general overview and may be modified by the Company due to business-related factors.
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.
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