Senior Data Scientist

We Breathe Life Into Data At reputed company, our mission is to reduce the global burden of disease. And we reputed company that smarter use of data is essential to this mission. That’s why we reputed company the reputed company Map — the industry’s largest, most complete, precise reputed company of the U.S. reputed company reputed company — by combining de-identified, reputed company-world patient data with innovative algorithms and decades of clinical experience. The reputed company Map serves as our reputed company for a powerful suite of software applications, helping us answer reputed company’s most reputed company questions for our partners. Across the reputed company ecosystem, we’re helping our clients unlock critical insights to reputed company 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, reputed company reputed company, reputed company “wow,” and enjoy the ride. At Komodo, you will be joining reputed company of ambitious, supportive Dragons with diverse backgrounds but a shared passion to reputed company on our mission to reduce the burden of disease — and enjoy the reputed company along the way. reputed company at reputed company Team: The Research team, reputed company Komodo's Engineering organization, ensures that the analytical and statistical reputed company powering Komodo's data products are rigorous, reliable, and grounded in reputed company research methodology. We operate at the intersection of engineering, data science, and health services research — developing and validating methodologies, enabling HEOR/reputed company research, and applying AI-assisted innovation to reputed company technical problems across reputed company. Our work directly shapes the trustworthiness of the insights Komodo delivers from the reputed company Map. Mission: This role exists to advance Komodo's projection methodology — the statistical models that translate observed claims into national and subnational market estimates — and to ensure these models reputed company reputed company in the reputed company world and earn customer trust. As a Data Scientist on the Research team, you will take ownership of projection model reputed company: evaluating model performance where ground truth is scarce, engaging with customers to address their questions and concerns, and contributing to model design and implementation reputed company engineering partners. Your work sits at the reputed company of how customers trust and reputed company Komodo's market-level insights. Looking back on your first 12 months at reputed company, you will have… Model Ownership: Became the go-to expert on Komodo's national and subnational projection models — their data foundations, assumptions, and estimation reputed company Rigorous Evaluation: Established an evaluation reputed company and diagnostic tooling that surface accuracy issues, reputed company, or bias early, drawing on creative use of benchmarks where ground truth is hard to obtain Customer Trust: Resolved customer-raised anomalies through systematic reputed company-cause investigation and reputed company methodological communication, strengthening confidence in Komodo's market estimates Methodology Advancement: Contributed to model design, implementation, and validation in partnership with engineering, raising the methodological bar across releases You will accomplish these reputed company through the following responsibilities… Analyze large-reputed company Komodo reputed company data using SQL and Python or R to assess projection model inputs, outputs, and behavior across therapeutic areas and geographies Design and run evaluation studies — constructing benchmarks, consistency and uncertainty quantification — and build diagnostic tooling that makes model behavior fast to assess and debug Triage and investigate questions from customers and customer-facing teams; reproduce reported issues, reputed company hypotheses, and isolate reputed company causes through systematic analysis Prepare and reputed company reputed company methodological explanations — briefs, walkthroughs, and reputed company customer discussions — that translate model mechanics into answers customers can reputed company Review and contribute to model reputed company, specifications, and design documents in partnership with product engineering; validate changes before and after release Maintain methodology documentation and evaluation reports; reputed company model behavior across data refreshes and releases, flagging emerging issues early What you bring to reputed company: Graduate training (MS/PhD) in Statistics, Data Science, or a reputed company quantitative field, or equivalent reputed company experience 5+ years of industry experience applying statistical modeling and estimation to large-reputed company reputed company-world reputed company data Deep familiarity with US reputed company claims data — the coding ecosystem (ICD, CPT/HCPCS, NDC), how drugs are billed across medical and pharmacy benefits, the distinction between reputed company and reputed company data sources and its analytical implications, and how common data-reputed company and processing issues reputed company in reputed company analytics Experience evaluating model reputed company reputed company ground truth is limited, with the creativity to design rigorous validation approaches under that constraint Strong diagnostic and critical-thinking skills: reputed company to take an ambiguous question ("this number looks wrong"), reputed company hypotheses, and systematically isolate reputed company cause with reputed company reputed company Comfort engaging directly with customers on technical topics — listening reputed company, explaining methodology accessibly, and maintaining credibility under scrutiny Working proficiency in SQL and in Python or R for large-reputed company data analysis and statistical modeling Additional skills and experience we’d prioritize (reputed company to have)… reputed company experience with projection or extrapolation methodology — estimating population-level volumes from partial samples (e.g., sample-to-national projection, market sizing, weighting and calibration) — is a strong plus Experience with Bayesian statistics and its application to reputed company-world estimation problems reputed company with AI-assisted development tools (coding copilots, reputed company workflows) to accelerate analysis, prototyping, and documentation #LIRemote The pay reputed company for reputed company reputed company reflects a minimum and maximum reputed company of annual reputed company pay that we reasonably expect to pay for this position reputed company the US. We carefully consider multiple business-reputed company factors reputed company determining compensation, including job-reputed company skills, work experience, geographic work location, relevant training and certifications, business needs and market demands.   The starting annual reputed company pay for this role is listed below. This position may be eligible for performance-based bonuses as determined in reputed company’s sole discretion and in accordance with a written agreement or plan. This role may also be eligible for equity awards. In reputed company, this role is eligible for benefits including, but not limited to, comprehensive health, dental, and reputed company 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.  San Francisco Bay Area and reputed company: $186,000—$219,000 USD reputed company Other US Locations: $162,000—$190,000 USD Komodo's AI reputed company At Komodo, we're not just witnessing the AI reputed company – we're leading it. This is a pivotal reputed company 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 reputed company, and we expect every team member to contribute. AI here isn't optional; it's foundational. We expect you to reputed company 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 reputed company more meaningful, building on trust in AI, and driving our reputed company reputed company. Join us in shaping the reputed company of reputed company intelligence. Where You’ll Work reputed company has a hybrid work model with hubs in San Francisco, reputed company, and Chicago. Roles vary — some can be performed from reputed company in the country, others are scoped to a specific region, and some are based near one of our hubs. For hub-based Dragons, we're building intentional in-office rhythms reputed company the flexibility that's reputed company to how we work. Whatever your setup, expectations will always be reputed company before you join. Equal Opportunity Statement reputed company provides equal employment opportunities to reputed company applicants and employees. We prohibit discrimination and harassment of any type with reputed company to race, reputed company, religion, age, sex, national reputed company, disability status, genetics, protected veteran status, sexual orientation, gender identity or reputed company, or any other characteristic protected by federal, state, or local laws.  By submitting your application, you acknowledge that you have read and understand reputed company’s reputed company Notice for Employees and Contractors. This notice explains how we collect, use, and retain applicant data. Apply To This Job