Staff Software Engineer, Komodo Health
Data Foundations, AI/ML
$191-298k
Salary varies by location
More information about location
Curating big data and analytics on healthcare
Open for applications
Curating big data and analytics on healthcare
501-1000 employees
Open for applications
$191-298k
Salary varies by location
More information about location
501-1000 employees
Company mission
To reduce the burden of disease.
Role
Who you are
- If you are a critical thinker with experience in AI, passionate about solving business problems using data and working in a dynamic, creative, and collaborative environment, we are searching for you
- B.S., M.S. in Computer Science, other quantitative fields, or related work experience
- 5+ years of Machine Learning experience
- Minimum of 10+ years of overall experience
- Demonstrated record of thought leadership and solution design that spans from high-level conceptual frameworks to detailed execution plans
- Strong ability to communicate clearly and openly with both technical and non-technical teams, fluency in English
- Strong understanding of Machine Learning methodologies, AI systems, and applying algorithms concepts to launch models at scale
- Proficiency in Python, PyTorch, or Tensorflow
- Ability to use a variety of relational, NoSQL, Postgres, and/or MPP databases
- Ability to leverage AI tools (Gemini, ChatGPT, Cursor, etc.) to enhance personal productivity, streamline workflows, or improve decision-making
Desirable
- Healthcare data experience is a strong plus
- Snowflake, Snowpark, and SQL
- Experience with building and deploying distributed applications as containers using Docker and Kubernetes
- Experience interacting with, managing, or building with AI agentic workflows
What the job involves
- Komodo Health leverages the latest data engineering technology to tackle some of healthcare’s biggest challenges by transforming extraordinary amounts of data into rich and meaningful insights
- As a Staff Software Engineer on the Data Foundations team, you will help drive the development of Komodo Health’s AI-driven data products
- Your work will be instrumental in designing and implementing algorithms, building robust data and AI systems that power Komodo’s Healthcare Data Map
- Partnering with Engineering team members, Product Managers, Data Scientists, and customer-facing teams to understand complex health data use cases and business logic
- Research, design, develop, and test AI software for massive health data and prediction problems
- Develop highly scalable systems, algorithms, and tools leveraging deep learning, data regression, and rules-based models
- Develop solutions that leverage order-of-magnitude more data, and explore state-of-the-art AI technologies
- Looking back on your first 12 months at Komodo Health, you will have accomplished…
- Managed, coordinated, and delivered on key projects that advance our ability to bring new Technical and Data Services to market
- Developed a deep understanding of healthcare-specific challenges and introduced innovative algorithms and software techniques that address these
- Partnered with Data Product and Engineering teams to develop technical requirements, project roadmaps, and delivery of robust solutions
- Actively collaborated with team members to mentor and up-level
Our take
Komodo Health has built a healthcare map, an artificial intelligence and data analytics tool that tracks the healthcare encounters of well over 300 million patients. The service helps providers, pharmaceutical companies, and scientists identify opportunities for intervention and care improvements. It also helps them to analyze how products are performing in the market, identify at-risk patient groups, study the effectiveness of treatments, and detect patterns in drug and patient behavior.
Komodo Health’s comprehensive platform helps customers to better understand health and it is challenging the fragmentation of healthcare that contributes to inconsistent, unsatisfying results for both patients and providers. It has used its considerable amount of funding to focus on accelerating growth through further innovation and development of its enterprise technology platform, application suite and core data assets.
Komodo Health made cuts to its core team at the end 2022 as part of a restructuring following a large equity funding round. This is very likely to be part of a push for profitability as it gears up for an IPO. With its business strategy realigned, it is resuming hiring in all areas to continue to develop its product and grow its market share.
Freddie
Company Specialist at Welcome to the Jungle
Insights
-4% employee growth in 12 months
Company
Funding (last 2 of 4 rounds)
Dec 2022
$200m
LATE VC
Mar 2021
$220m
SERIES E
Total funding: $514m
Company benefits
- Full medical, dental, and vision benefits
- Mobility across San Francisco and New York City Offices
- Paid Family leave
- Flexible working hours and flexible paid time off policy
- Personal wellness stipend
- 401(k) employer match
- Work from home opportunities
- Health insurance
Company HQ
Yerba Buena, San Francisco, CA
Leadership
Arif Nathoo
(CEO)Studied Medicine at Harvard. Former Associate Principal at McKinsey & Co for 7 years. Became a Senior Advisor for 2 years.
Web Sun
(President)Previously worked in Sales and Marketing at Merck&Co. VP of Business Development at Campbell Alliance.
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