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About the Role
As an Applied Real-World Data Scientist, you will lead the development and execution of research, analytics, and reporting for Evio Insights, a product within our Digital Health portfolio. Evio Insights utilizes real-world evidence (RWE) to generate recommendations for policy, utilization management, patient outreach, care management, and contracting to support high-value medication use. You will collaborate with cross-functional teams to uncover insights from data, helping patients access high-cost medications affordably and improving their medication experiences. Your role involves owning the analytic lifecycle from problem definition to actionable recommendations, translating ambiguous health plan challenges into research questions, selecting appropriate analytical approaches, executing analyses, and communicating clear, actionable insights.
Responsibilities
- Develop reusable analytical frameworks, study templates, and automated workflows to enhance scalability, efficiency, quality, and consistency across Evio Insights.
- Explore data to identify signals, trends, utilization patterns, and anomalies that inform project hypotheses and strategic decision-making.
- Apply machine learning and advanced analytics techniques (e.g., predictive modeling, natural language processing, graph neural networks, unsupervised clustering) to develop and advance product capabilities.
- Evaluate new data sources, analytical methods, and advanced analytics approaches (including predictive modeling, forecasting, and patient segmentation) for potential value to Evio Insights.
- Contribute to project planning, prioritization, quality review, and continuous improvement of Evio Insights research and analytics.
- Design and execute RWE projects, including observational studies, comparative effectiveness studies, predictive modeling of cost/clinical outcomes, and other analytics projects focused on patient outcomes, medication utilization, and healthcare costs.
- Collaborate with pharmacists, RWE/HEOR researchers, data scientists, analysts, engineers, product managers, and client-facing teammates to deliver high-quality analyses and evidence.
- Develop clear analytical plans, outcome definitions, and validation approaches that produce reliable and decision-ready evidence.
- Translate analytical findings into clear, actionable insights through presentations, slide decks, manuscripts, and client-facing communications.
- Conduct feasibility assessments and exploratory analyses to identify and evaluate research and analytics project opportunities.
- Develop reporting and data visualizations summarizing the impact and cost-savings potential of Evio Insights recommendations to health plans.
- Apply appropriate program-evaluation methods (e.g., matched comparisons, difference-in-differences, interrupted time-series analyses, quasi-experimental approaches) to assess intervention impacts.
- Develop reporting that identifies emerging medication utilization and cost trends, surfaces potential clinical and financial opportunities, and supports RWE study ideation, prioritization, and strategic decision-making.
Requirements
- 5+ years of experience in healthcare analytics, real-world evidence, health economics and outcomes research, data science, or a related field.
- 5+ years of experience with machine learning and advanced analytical methods, such as predictive modeling, forecasting, and unsupervised learning/segmentation.
- Experience working with administrative claims data.
- Strong proficiency in SQL.
- Experience with at least one analytical programming language, such as Python or R.
- Experience designing statistical comparisons, analytical plans, and decision-grade analyses for a variety of use cases.
- Skills to design and execute descriptive analytics, outcomes-based analytics, and predictive analytics.
- Experience developing automated, reusable, or production-ready analytical workflows and reporting solutions.
- Ability to communicate technical information to a range of audiences (executives, analysts, actuaries, clinicians) via written and verbal communication.
- Strong problem-solving skills with the ability to independently explore data, identify insights, and recommend actionable solutions.
Skills
- Machine learning
- Advanced analytics
- Predictive modeling
- Forecasting
- Unsupervised learning
- Segmentation
- SQL
- Python
- R
- Statistical comparisons
- Analytical plans
- Decision-grade analyses
- Descriptive analytics
- Outcomes-based analytics
- Automated workflows
- Reporting solutions
- Technical communication
- Problem-solving
- Data exploration
- Actionable insights
- Real-world evidence (RWE)
- Health economics and outcomes research (HEOR)
- Natural language processing
- Graph neural networks
- Healthcare data
- Prior authorization data
- Laboratory data
- Electronic health records (EHR) data
- Social determinants of health (SDOH) data
- Real-world data analytics platforms
- AI for data analysis
- High-cost medications
- Specialty medications
- Health plan management
- Medical policy
- Utilization management
- Formularies
Location
- Remote
Work Type
- Full-time
Experience Level
- 5+ years of experience
Salary/Compensations
- $160,000 - $190,000 base pay range
- Additional variable compensation
Benefits
- 100% of medical, dental, and vision premiums paid for teammates
- 50% of medical, dental, and vision premiums paid for dependents
- 401K match: 100% of teammate contribution up to 5% of salary
- Flexible vacation policy
- Generous paid parental leave for new parents
About the Company
- Evio is a unique pharmacy solutions company founded by and working closely with health plans to implement transformative initiatives focused on specialty and high-cost medication solutions.
- Evio has advanced analytics and contracting capabilities at scale, and a suite of digital tools.
- Evio has invested heavily in people, team, and culture, aiming to create a special place to work.
- Evio's Values: Empathy, Diversity, Adventure, Relentless, Transparency, Excellence.