Research Scientist 2 (Healthcare Analytics)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Location: Louisville, KY; hybrid schedule requiring 2 days per week in the office. Candidates must reside within reasonable commuting distance or be willing to self-relocate to Louisville. The role is not eligible for work visa sponsorship.
Salary: $78,400–$107,800 per year, plus eligibility for a bonus incentive plan.
Company
is a U.S. healthcare and insurance company serving Medicare, Medicaid, individual, family, military, and community healthcare needs through and CenterWell services.
What you will do
- Design research studies and develop statistical and analytical plans.
- Acquire, prepare, manage, and analyze data for research and predictive modeling initiatives.
- Apply advanced statistical methods to evaluate risk adjustment programs and pilot projects.
- Build, calibrate, validate, and interpret predictive models and assess their performance.
- Translate analytical findings into actionable business insights for operational and strategic decisions.
- Collaborate with senior research scientists, data scientists, actuarial analysts, and technical and non-technical stakeholders.
Requirements
- Bachelor’s degree in Computer Science, Data Science, Mathematics, or a related quantitative field.
- At least 2 years of experience applying statistical modeling, predictive analytics, machine learning, or quantitative research methods in a healthcare, insurance, consulting, or data science environment.
- Strong programming skills in Python and SQL, with hands-on experience developing analytical and modeling solutions in Databricks, PySpark, or similar distributed data processing environments.
- Experience building, calibrating, validating, and analyzing predictive models, including model performance evaluation, calibration techniques, and interpretation of modeling results.
- Experience performing exploratory data analysis, feature engineering, and model performance assessment using large and complex datasets.
- Ability to translate analytical findings into actionable business insights and communicate results effectively to technical and non-technical stakeholders.
- Strong problem-solving, critical-thinking, and collaboration skills, with the ability to work effectively in a cross-functional environment.
- Must reside in or within reasonable commuting distance to the Louisville office, or be willing to self-relocate to Louisville; must work in the office 2 days per week.
Nice to have
- Master’s degree or PhD in Computer Science, Data Science, Statistics, Mathematics, or a related quantitative discipline.
- Experience with healthcare analytics, including Medicare, Medicaid, risk adjustment, HCC modeling, Stars/HEDIS, provider analytics, or population health programs.
- Experience developing, maintaining, or optimizing machine learning models in cloud-based analytics platforms such as Databricks.
- Strong understanding of model calibration methodologies, including Platt Scaling, Isotonic Regression, and score normalization.
- Experience with large-scale healthcare datasets, claims data, medical records, encounter data, or clinical data sources.
- Familiarity with scikit-learn, XGBoost, LightGBM, TensorFlow, or PyTorch.
Culture & Benefits
- Full-time schedule of 40 hours per week in a hybrid work arrangement.
- Medical, dental, and vision benefits.
- 401(k) retirement savings plan.
- Paid time off, company and personal holidays, and paid parental and caregiver leave.
- Short-term and long-term disability coverage and life insurance.
- Bonus incentive opportunity based on company and/or individual performance.
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