Job Url: https://www.remoterocketship.com/company/harmonycares/jobs/data-scientist-united-states-remote Job Description: HarmonyCares Website LinkedIn All Job Openings HarmonyCares is a leading provider of comprehensive, home-based healthcare services across 15 states in the U. S. The company specializes in in-home physician care, skilled nursing, therapy, and hospice care for patients, particularly those with Medicare and complex medical conditions. HarmonyCares aims to offer dignified, patient-centered care, allowing individuals to maintain their health and independence in the comfort of their own homes. 1001 - 5000 employees Founded 1993 ⚕️ Healthcare Insurance 💰 Venture Round on 2021-11 Data Scientist 5 hours ago 🥔 Idaho – Remote 💵 $93.6k - $115.1k / year ⏰ Full Time 🟡 Mid-level 🟠 Senior 📊 Data Scientist Apply Now Receive Emails with Similar Jobs Report problem 📋 Description • The Data Scientist will leverage advanced analytics and machine learning techniques to drive proactive clinical decision-making and evaluate the effectiveness of clinical interventions. • This position involves designing, developing, and deploying predictive models that integrate a wide range of data sources, including patient notes, claims data, diagnosis records, encounters, electronic health records (EHRs), and laboratory results. • The Data Scientist will analyze data to inform clinical strategies and conduct rigorous matched cohort studies to assess the outcomes of interventions. • Essential Duties and Responsibilities • Develop and refine predictive models using machine learning techniques, including but not limited to deep learning and traditional modeling for integrating diverse data sources into cohesive predictions • Utilize MS SQL and Excel to perform complex data analysis, providing actionable insights to inform pilot interventions and predict their potential impact • Conduct matched cohort studies using R and the CMS 100% sample data, applying cohort matching studies to evaluate the efficacy of clinical interventions accurately • Collaborate closely with clinicians, growth and other stakeholders to translate analytical findings into actionable clinical strategies • Maintain and enhance data processing pipelines and analytics frameworks to support evolving project needs • Convert technical and advanced analytical findings into compelling data stories for technical and non-technical audiences 🎯 Requirements • Masters degree in Data Science, Actuarial Science, Statistics, Biostatistics, Epidemiology or a related field • Strong proficiency in machine learning techniques and tools, with demonstrated experience using Python and/or R and data science packages such as pandas, NumPy, scikit-learn, pytorch, BERT, XGBoost or comparable stacks. • BERT, XGBoost, or similar technologies • Expertise in data manipulation and analysis using Python, SQL and Excel • Experience with SAS for conducting matched cohort studies, including familiarity with CMS 100% sample data • Excellent problem-solving skills and the ability to work collaboratively in a multidisciplinary team • Strong communication skills, with the ability to translate complex analytical concepts into clear and actionable insights for non-technical stakeholders 🏖️ Benefits • Health, Dental, Vision, Disability & Life Insurance, and much more • 401K Retirement Plan (with company match) • Tuition, Professional License and Certification Reimbursement • Paid Time Off, Holidays and Volunteer Time • Paid Orientation and Training • Great Place to Work Certified