Data Quality Engineer, Komodo Health
$108-168k
Salary dependent on location
Curating big data and analytics on healthcare
Be an early applicant
Curating big data and analytics on healthcare
501-1000 employees
Be an early applicant
$108-168k
Salary dependent on location
501-1000 employees
Company mission
To reduce the burden of disease.
Role
Who you are
- 4+ years of experience testing data within a data warehouse, ODS or analytics DB
- Keenly analytical mindset and the ability to solve complex problems with limited supervision
- Ability to work well both independently and collaboratively, in a fast-paced and demanding agile environment
- Ability to use a variety of relational, NoSQL, Postgres, and/or MPP databases (ideally Snowflake on AWS) and leading data modeling, schema design, and data storage best practices
- Demonstrated proficiency in designing and developing with distributed data processing platforms like Spark and pipeline orchestration tools like Airflow
- Prior experience performing both automated and manual data product validation, with the focus on increasing automation test coverage
- Comfortable with version control systems such as Git/GitHub
What the job involves
- Quality is at the heart of everything that Komodo Health does. It is embedded in our vision — reduce the global impact of disease — and the mandate we have as a data and insight provider to leading global healthcare companies
- The Data Product Quality team’s mission is to define, build, monitor, and improve the quality of Komodo’s Data Products
- Our data quality engineers help build analytics pipelines and complex logic for complicated data projects that solve tangible data quality issues
- You will design, maintain, and implement data quality assurance processes, including understanding product requirements and transforming them into data quality assurance components
- Looking back on your first 12 months at Komodo Health, you will have…
- Became an expert with our healthcare datasets especially Komodo’s healthcare map
- Incorporated a good understanding of the healthcare datasets at Komodo and client use-cases to effectively partner with data engineering teams for data quality decisions
- Partnered with Engineering and Product to own end to end quality processes for multiple sources
- Developed and enhanced our product quality testing framework and increased overall test coverage
- Implemented quality monitoring tools based on advanced algorithms and modeling
- You will accomplish these outcomes through the following responsibilities…
- Build analytics pipelines and complex logic to address tangible data quality issues
- Design, maintain, and implement data quality assurance processes based on product requirements
- Analyze complex data sets and assess the completeness, consistency, and accuracy of data products
- Write automation SQL/scripts for regression testing and functional testing
- Produce interactive data quality dashboards using off-the-shelf tools and Komodo applications
- Partner with Engineering and Product teams to own end-to-end quality processes for multiple sources
- Develop and enhance the product quality testing framework and increase overall test coverage
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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