Sr. Associate, Medical Economics
Hopscotch Primary CareAbout the role
About Hopscotch Primary Care
At Hopscotch Primary Care, we believe great healthcare should be accessible to all people across all communities. Today, almost 20% of Americans live in a rural community, yet only 11% of physicians practice in those same communities. We are on a mission to transform healthcare in rural America. We provide high-quality primary care tailored to meet the needs of our patients through our robust care model and comprehensive care team, delivering care in our clinics, and across settings, and wrapping resources around the patients who need them most.
Our patients and the care teams who serve them sit at the center of everything we do at Hopscotch. Hopscotch Primary Care takes a team approach to serve patient needs and provide the best care possible. Our goal is to provide the care each of us would want for ourselves or for our family members, in the right setting, and at the right time.
Today, we are serving thousands of patients in our value-based care model and the number is growing every day. If you want to bring your experience, skill and passion to make a lasting impact in healthcare, we’d like to meet you.
Role Description
The Sr. Associate, Medical Economics operates at the intersection of FP&A, analytics, and population health, turning claims and clinical data into the insight that drives Hopscotch’s value-based care performance. Working on top of our engineering governed data foundation, this person will mature and maintain the standard claims model and the reporting infrastructure that underpins financial close, clinical review, and performance management. We're looking for someone equally strong at building the infrastructure and interrogating what comes out of it - technically excellent, with the judgement to know when a number is wrong and why.
Key Responsibilities
- Support the in-house build of Hopscotch’s cost categorization capability – including customizations, updates for new code and mappings, and change management.
- Own the ongoing maintenance, enhancements, governance, change control, and documentation for Hopscotch’s payer data and cost categorization capabilities.
- Build and maintain the medical economics reporting suite (e.g., SQL, PBI, Excel) and support IBNR estimation, cohort forecasting, and paid-risk pacing.
- Review monthly outputs to surface cost drivers and emerging trends, distinguishing real movement from the impact of incomplete claims and statistical noise.
- Analyze medical cost trend across factors such as unit cost, utilization, mix; and enrich claims with EHR, eligibility, provider, and risk adjustment data to explain population-level trends and financial performance.
- Work with medical economics and finance leadership to identify and complete high-impact analyses, including pro forma and ROI for medical cost initiatives.
- Partner across Clinical, Operations, and Finance to translate business questions into analyses, ensure results flow accurately into management reporting, and build repeatable analytic processes that scale across programs.
About You
- You build and you interrogate – you can stand up a clean dataset and tell when the output doesn't pass the smell test or is logically inconsistent.
- You exercise critical thinking and understand the conceptual framework and database relationships that underly healthcare data.
- You are comfortable with ambiguous problems and immature data and take pride in acknowledging what's unknown while taking steps to fill the gaps.
- You form a point of view; you don't just produce the number, you explain what's driving it and why it matters.
- You document as you build, so your definitions are transparent and others can rely on them.
- You're a self-starter with an ownership mindset, thrive in a fast-paced environment, and care about transforming rural healthcare.
Qualifications
- Bachelor's in Economics, Finance, Statistics, Mathematics, Health Informatics, Actuarial Science, or a related quantitative field.
- 3+ years of experience in healthcare analytics or medical economics (payer, provider, health system, ACO, or VBC).
- High proficiency in SQL, Power BI, and Excel.
- Hands-on experience with healthcare claims data, and combining data sources (claims, eligibility, EHR, risk adjustment).
- Familiarity with healthcare financial and utilization concepts (e.g., PMPM, MLR, utilization per 1,000, trend, risk adjustment)
- Experience with maturing data models, identifying improvement opportunities while still generating value from nascent datasets.
- Experience presenting and communicating data-driven insights to functional leaders.
Preferred / B
Apply for this role
Generate a tailored application kit with a matched cover letter, interview prep, and CV highlights — in under 60 seconds.
Apply Now →Generate Application KitFree account required — sign up in 30s