- Apply machine learning-based data mining methods to discover new patterns in claims and care delivery data for the purpose of understanding performance of the Cone Health enterprise and/or the populations that it serves,
- Create predictive models for clinical and financial outcomes and/or population behaviors, and/or
- Build simulation models to assess the range of possible outcomes for strategic and tactical proposals, and to gain an understanding of the sensitivity to associated business levers, prior to implementation.
- Provide data science tools and methods mentorship and project leadership to staff at the Data Scientist and Data Scientist - Intermediate levels.
- Minimum of five (5) years of experience applying data science and other advanced analytics methods to very-large scale information sources required. Six years is preferred.
- Demonstrated expertise in data science and analytical methods, particularly as applied in the healthcare domain, may reduce time-in-position and/or educational requirement.
- Extensive experience developing, applying, and interpreting results from successful (i.e., practical and impactful) analytics projects.
- Advanced knowledge of data science tools and methods, including machine learning and predictive modeling or simulation modeling.
- Demonstrated expertise with multiple data science tools is required, e
- Extensive experience designing and applying multiple advanced data mining, statistical analysis, and predictive modeling methods independently is required.
- Demonstrated experience working with large, complex, relational databases is required.
- Demonstrated experience with data extraction, data manipulation, and reporting is required.
- Demonstrated expertise applying advanced problem-solving skills in the business environment.
- Experience presenting analytically-derived findings to senior leadership is required.
- Analytics experience in the healthcare delivery or health insurance industries is strongly preferred. Relevant experience in other industries (e.g., retail, social media, financial services) will be considered.
- Two-or-more years of experience applying advanced analytics tools and methods to healthcare data is strongly preferred.
- Two-or-more years of experience in a healthcare operations environment (health system or insurer) is strongly preferred.
- Prior supervision of individual, or teams of, data scientists is strongly preferred.
- Understanding of HIPAA and other applicable statutes or regulations concerning patient privacy and appropriate use and sharing of healthcare data is strongly preferred.
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Data Scientist Sr - Greensboro, United States - Cone Health
Description
Overview
The Data Scientist - Senior is an experienced data science resource on the Insight Discovery & Computational Modeling team within the Cone Health Enterprise Analytics department.
The Data Scientist ? Senior leverages advanced knowledge of the tools and methods of applied data science to generate business and clinical value for Cone Health through discovery of new insights/knowledge.
The role of the Data Scientist - Senior at Cone Health is to independently:The result of the data scientist?s work is a body of high-impact models that can be implemented in a production setting to improve member health outcomes, to increase the efficiency of care delivery operations, and to contain health care costs through health improvement and risk mitigation.
Talent Pool:
Corporate/Professional Services
Responsibilities
Demonstrate attention to detail and initiative in discovering errors in data or analyses, or determining the need for additional, follow-up analysis arising from the original assignment.
Develop knowledge and expert understanding of Cone Health clinical and business initiatives to ensure value-adding design and interpretation of analysis.
Independently, or by supervising teams of data scientists, produce a combination of data mining, predictive modeling, simulation modeling or other quantitative analyses to provide new insights into drivers of clinical risk and financial performance.
Produce, or oversee production of, publication-ready, customer-oriented reports that provide business context for data science-based analysis and recommendations, requiring only minor revision by the Enterprise Analytics leadership.
Represent Enterprise Analytics leadership as a data science expert in business engagements with mid- and senior-level leadership when called upon to do so.
Serve as department-wide consultant regarding advanced data mining and predictive modeling methods, as well as application of scientific research principles to knowledge discovery.
Qualifications
EDUCATION:Request: Master?s degree in a quantitative, analytical discipline such as data science, mathematics, statistics, operations research, actuarial science, or the physical sciences.
EXPERIENCE:Required:
g:
R, Python, RapidMiner, SAS/Enterprise Miner, Statistica, AnyLogic, or BayesiaLab. Experience with similar tools will be considered.
Preferred:
LICENSURE/CERTIFICATION/REGISTRY/LISTING:REQUIRED
Valid Driver's License | Valid Driver's License
PREFERRED
