At Wellstar, the business problem is to enhance the health and well-being of every person served, and the Office of Clinician Well-Being (OCW) is looking for a Data Scientist to develop and maintain data products that drive actionable insights to support the True North of the OCW, enabling purposeful contributions of Wellstar clinicians.
Requirements
- Advanced proficiency in SQL, Python and/or R studio.
- Advanced proficiency in data visualization tools such as PowerBI.
- Minimum 1 year Hands-on experience in Natural Language Processing (NLP) based solution development using machine learning in general and deep learning techniques.
- Minimum 1 year Demonstrated experience in solving regression and classification problems using both supervised and unsupervised techniques, Natural Language Generation (NLU), entity recognition, transfer learning, language modeling and transformer-based architecture
- Minimum 3 years Experience working with large datasets, diving into data to discover hidden patterns, using data visualization tools.
- Previous experience working with healthcare data from Epic application.
- Previous experience with cloud solutions (Azure) and cloud-based machine learning frameworks.
Responsibilities
- Deliver high-impact actionable insights to the internal OCW team, as well as executive stakeholders through data visualization.
- Perform exploratory data analysis using statistical tools and programs provided by Wellstar from structured, unstructured, and diverse datasets;
- Apply knowledge of statistics, machine learning, programming, data modeling, simulation, and advanced mathematics to recognize patterns, identify opportunities, pose business questions, and make valuable discoveries leading to more proactive identification of at-risk clinicians and intervention improvement supporting the True North of the OCW.
- Work with vast amounts of data from multiple sources to develop/refine/improve predictive models using advanced Python and machine learning techniques.
- Extracts data from a variety of sources, including Epic, Epic Signal, the Well-being Index (WBI) platform, etc.
- Discover and communicate actionable insights to decision makers.
- Make presentations to leadership and decision-makers.
Other
- Bachelors Business Information Systems or Bachelors Computer Science or Bachelors Engineering or Bachelors Applied Mathematics or Bachelors Finance
- Masters Other-Preferred
- Minimum 1 year experience
- Ability to work independently and within a team environment; self-motivated, well-organized, and strong time management skills
- Clear and effective communication (both verbal and written)
