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14 Jul 2016

Full-Time Data Scientist (Stanford Health Care)

Stanford Health Care – Posted by stanfordhealthcare Palo Alto, California, United States

Job Description

Data Scientist (Clinical and Business Analytics)

 

Job Description

The goal of the Data Scientist will be to develop insights and create tools that enable Stanford Health Care (SHC) to improve patient outcomes and hospital efficiency.  To do this, the Data Scientist will work with various types of SHC data, including electronic medical record data, patient survey data, real time location system data, financial data, etc.

 

SHC has various strategic improvement goals that require analytics support, such as:

  • Improving patient flow through the hospital via a centralized operations center
  • Reducing readmission rates
  • Reducing infection rates
  • Improving the patient experience
  • Improving patients’ access to care

And other initiatives.

 

For each project, the Data Scientist will work with a team of physicians, nurses, administrators, quality improvement specialists, and others to define the key problem, identify root causes, plan and implement interventions, evaluate the impact, and establish systems to sustain the improvements.  The Data Scientist will be involved in tasks such as:

  • Building models to identify patients at risk of adverse events (e.g., readmission, sepsis)
  • Forecasting demand for hospital services (e.g., ED volume, hospital admissions)
  • Analyzing real time location system (RTLS) data to identify bottlenecks in hospital flow
  • Implementing simulation models to allow the administrative and clinical staff to explore different scenarios and evaluate the impact on hospital flow
  • Developing algorithms to optimize scheduling and improve resource coordination (e.g., radiology, physical therapy, transport, housekeeping, etc.)
  • Analyzing which factors are most important to improving the patient experience
  • Analyzing the impact of different interventions on outcomes, controlling for relevant factors
  • Developing data visualizations that allow for actionable analysis and deeper insight

 

Job Qualifications

Education:
MS in Operations Research, Statistics, Applied Math, Physics, or related field; PhD preferred

Experience:
5 or more years of related work experience

 

Knowledge, Skills, and Abilities:

  • Strong background in statistical analysis, predictive modeling, machine learning, and optimization
  • Ability to understand key business problems and to create analyses, models, and tools to help stakeholders address those problems
  • Proficiency in SQL, R, and Python
  • Experience in extracting new insights from complicated or dirty data sets
  • Ability to communicate complex concepts in an understandable manner to senior level staff
  • Ability to provide mentoring to team members
  • Passion for solving health care problems

 

Preferred but not required:

  • Proficiency with data visualization tools, such as Shiny or D3
  • Knowledge and experience in health care
  • Experience with Epic

How to Apply

Please send your resume and cover letter to: hgrossman@stanfordhealthcare.org

Job Categories: Data Scientist / Statistician. Job Types: Full-Time. Salaries: More than $100,000.

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