Data Scientist

3 weeks ago

Washington, Washington, D.C., United States MEDSTAR HEALTH Full time

The Data Scientist supports clinical quality and
safety innovation and projects using data science techniques and technologies.
Under general supervision of the Senior Director, Clinical Data & Analytics
and/or designee, engages in all activities necessary to provide analyses of
qualitative and quantitative quality and health-related data sources, including
(but not limited to) developing innovative approaches to discovery, machine
learning and natural language processing, qualitative data analyses, methods to
uncover subtle associations and casual factors, data management, mapping across
multiple data sources, analysis, interpretation, and reporting related to
patient safety via a variety of databases. Conducts outcome reporting for all
MedStar Health quality and safety programs using database systems to support
quality improvement. Analyzes targeted acute and non-acute datasets that
identify both system-wide and site-specific trends and areas for improvement.
Utilizes predictive analytics to identify the likelihood of future outcomes. Preference given for advanced
SQL proficiency.

(#LI-remote)

EducationMaster's degree in data science, information science, statistics, mathematics, computer science other quantitative study required Experience Related experience Required Knowledge, Skills, and AbilitiesFamiliarity with common data science toolkits, such as R, SAS, Python, SQL, etc., to manipulate data and draw insights from large healthcare data sets, required.Proficiency with data visualization tools, such as Tableau or Business Objects, to convey insights to disparate audiences, required.Ability to communicate effectively, both oral and written, and favorable interpersonal skills are necessary to interact with a wide range of technical and non-technical associates, required.Contributes to the achievement of established department goals and objectives and adheres to department policies, procedures, quality standards, and safety standards. Complies with governmental and accreditation regulations.Data Sources: Learns, understands and becomes proficient in relevant MedStar and external data sources and systems including but not limited to electronic health record data, CRISP and Vizient databases. Utilizes appropriate data sources, definitions, and integration for analysis as appropriate. Understands the limits of use for each data source as well as the differences between similar elements in different data sets.Presentation of Data: Develops written and graphic presentations of information for MedStar associates. Using creative and adaptive thinking skills, designs and creates a wide range of polished, engaging, innovative and relevant reports, briefs, presentations and visualizations that present large amounts of information in ways that are universally understandable, easy to interpret, and communicate compelling stories to diverse audiences to inform decision-making and support quality and safety related improvement projects.Participates in multidisciplinary quality and safety improvement teams as appropriate. Participates in meetings, serves on committees and represents the department as appropriate.Supports other members of the department by providing ad hoc technical assistance.Uses software analysis tools such as SAS, R, Python, SQL and data visualization tools to report, analyze and interpret healthcare data; provides data support and responds to ad-hoc requests for customized data queries, reports and analyses.Participates in the discovery of innovative approaches towards MedStar Health's quality and safety mission, and the development and implementation of new data-driven tactics.Participates in meetings and on committees and represents the department and hospital in community outreach efforts.Participates in multi-disciplinary quality and service improvement teams.Performs other duties as assigned.

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