Senior Data Scientist (Healthcare)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Data Scientist (Healthcare): Developing and validating statistical projection models to translate healthcare claims into market estimates with an accent on model quality and customer trust. Focus on designing rigorous evaluation frameworks, investigating data anomalies, and improving estimation methodologies for large-scale real-world patient data.
Location: Must be based in the United States. Hybrid options available near hubs in San Francisco, New York City, and Chicago; some roles are open to anywhere in the US.
Salary: $162,000 - $219,000 USD
Company
A healthcare intelligence company building the Healthcare Map to reduce the global burden of disease through the use of real-world patient data.
What you will do
- Take ownership of national and subnational projection models, ensuring data foundations and assumptions are rigorous.
- Design and implement evaluation studies, benchmarks, and diagnostic tooling to identify accuracy issues or bias.
- Investigate customer-reported anomalies through root-cause analysis of large-scale healthcare data.
- Collaborate with engineering to design, implement, and validate model changes before release.
- Deliver clear methodological documentation and explanations to translate complex model mechanics into actionable answers.
Requirements
- Must be based in the United States.
- Graduate degree (MS/PhD) in Statistics, Data Science, or a related quantitative field.
- 5+ years of industry experience with statistical modeling and large-scale real-world healthcare data.
- Deep expertise in US healthcare claims coding (ICD, CPT/HCPCS, NDC) and billing processes.
- Working proficiency in SQL and Python or R for large-scale data analysis.
- Experience evaluating model quality when ground truth is limited.
Nice to have
- Experience with projection or extrapolation methodology (market sizing, weighting, and calibration).
- Knowledge of Bayesian statistics and its application to estimation problems.
- Fluency with AI-assisted development tools (coding copilots, agentic workflows).
Culture & Benefits
- Comprehensive health, dental, and vision insurance.
- 401(k) with company match.
- Flexible time off and holidays.
- Potential for performance-based bonuses and equity awards.
- Strong AI-driven culture where integrating AI into daily workflows is foundational.
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