Staff Healthcare Analyst

About Abby Care: Powering the future of care at home for all of America. Abby Care is building the leading AI-native platform for family-led care. America is facing a growing care crisis. Millions more people need care at home than ever. Over 50 million family caregivers support loved ones without the tools, training, or recognition they deserve. We believe families are the largest untapped caregiving workforce in America, and that technology can help them deliver better care while driving stronger outcomes and greater transparency across the healthcare system. Abby Care combines clinical oversight with an AI-powered platform to train, enable, and support family caregivers in delivering high-quality care at home. Our platform helps health plans and government partners better understand, verify, and improve care in the home. We expand access to care, reduce reliance on higher-cost settings, and help ensure public dollars are spent effectively. We are proud to partner with leading health plans, providers, and community organizations and are backed by top VCs. We envision a future where family-led care is a core part of the healthcare system. Abby Care is building that future. Join us in solving one of the most important challenges of our time. The Opportunity: We are looking for a Staff Healthcare Analyst at Abby Care. The role leads efforts spanning patient risk modeling and clinical outcomes measurement to the cost and value analysis behind the story we bring to health plans, payors, and government partners. The role is expected to be the subject matter expert for clinical and health economics analytics at the company. Reporting to the Senior Manager of Data & Analytics, you will set the strategy and standards for how we measure risk, cost, and outcomes, and build the analytical models and studies that prove the value of family-led care. You will develop the methodology, evidence, and analysis that our Clinical, Finance, and executive teams rely on in conversations with payors, actuaries, and research partners. You will work hand-in-hand with our Clinical and Health Plan teams, and closely with Finance, Engineering, and Product on the cross-functional initiatives that power this work. This is a full-time, hybrid role based in San Francisco, California . What You'll Work On: Population health & risk Build patient stratification and risk models (e.g., utilization risk, hospitalization/adverse event risk, acuity tiers) that inform care prioritization and intervention design. Own risk adjustment methodology (e.g., HCC/RAF-style approaches) and ensure it aligns with payor and regulatory expectations. Analyze payor claims data (medical and pharmacy) to identify utilization patterns, cost drivers, and gaps in care, and to inform and validate risk models. Health economics & value-based care Lead cost of care and ROI analyses (total cost of care, cost offset, medical loss ratio impact) that quantify the value of family-led care for health plans and government partners. Structure and analyze value-based care and risk-sharing arrangements; model shared savings, care management fees, and other VBC contract structures. Develop and validate the methodology, assumptions, and results that Finance rely on when negotiating with payors and actuaries and responding to audits. Clinical outcomes & evidence generation Design clinical studies in partnership with the Clinical team to research and publish health outcome studies (e.g., readmission reduction, caregiver burden, quality of life), following rigorous study design and biostatistics practices. Own implementation of clinical quality and outcomes measurement, including alignment to industry-standard frameworks (e.g., HEDIS, Stars, state Medicaid quality measures) where relevant to our health plan partners. Build the evidence base (case studies, white papers, peer-reviewed publications, conference presentations) that establishes Abby Care as a credible, data-backed player in home-based care. Cros