University of Maryland Medical System

Clinical Transformation Data Scientist, Remote

Healthcare
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Master's in Data Analysis or related field required; Doctoral preferred.
  • 3+ years of Data Analytics and Database Management experience required.
  • Clinical background preferred for enhanced understanding of data applications.
  • Hands-on expertise in machine learning, AI, predictive modeling, and advanced analytics.
  • Proficient in advanced Epic tools (Cogito Cloud, Nebula, Agent Factory) for data optimization.

Responsibilities

  • Collaborate with multidisciplinary teams to identify data-driven clinical transformation opportunities.
  • Develop, validate, and deploy machine learning models to address healthcare challenges.
  • Analyze complex healthcare datasets, including EHR and patient-reported outcomes.
  • Translate data insights into strategic recommendations for clinical decision-making.
  • Support clinical trials through robust data analysis and visualization.
  • Ensure data handling complies with healthcare regulations and privacy standards.
  • Communicate findings to technical and non-technical stakeholders effectively.

Benefits

  • Opportunity to work at an academic medical center enhancing healthcare through data science.
  • Collaborative environment with multidisciplinary clinical and research teams.
  • Professional development through exposure to emerging data science methodologies.
  • Potential for significant impact on patient outcomes and operational efficiency.
Full Job Description
Job Requirements

We are seeking a highly skilled Clinical Transformation Data Scientist to join our team in 2026. This role focuses on applying advanced data science techniques to healthcare data within an academic medical center setting. The ideal candidate will drive clinical transformation initiatives by developing predictive models, optimizing clinical workflows, and generating actionable insights that improve patient outcomes and operational efficiency.

Responsibilities:
  • Collaborate with multidisciplinary clinical and research teams to identify opportunities for data-driven clinical transformation.
  • Develop, validate, and deploy machine learning models and advanced analytics solutions tailored to healthcare challenges.
  • Analyze large, complex healthcare datasets including electronic health records (EHR), imaging, genomics, and patient-reported outcomes.
  • Translate data insights into strategic recommendations to enhance clinical decision-making and patient care pathways.
  • Support clinical trials and research projects by providing robust data analysis and visualization.
  • Ensure compliance with healthcare regulations and data privacy standards in all data handling and analysis activities.
  • Communicate findings effectively to both technical and non-technical stakeholders through reports, presentations, and dashboards.
  • Stay current with emerging data science methodologies, healthcare technologies, and industry best practices.


Work Experience

The ideal candidate will possess strong technical expertise in the latest data science technologies, applications, and software. This role requires hands-on experience with machine learning, artificial intelligence (AI), predictive modeling, and advanced analytics to drive clinical transformation initiatives.

Education and Experience
  • Master's in Data Analysis field or a related field required. Doctoral preferred.
  • Three (3) years of Data Analytics and Database Management experience required
  • Clinical Background preferred
  • Developing and implementing machine learning models and AI-driven solutions to enhance clinical decision-making and operational efficiency.
  • Utilizing predictive modeling and cognitive analytics to extract actionable insights from complex healthcare data.
  • Collaborating with clinical and technical teams to translate data-driven insights into impactful clinical transformation strategies.
  • Leveraging advanced Epic tools such as Cogito Cloud, Nebula, and Agent Factory to optimize data workflows and analytics processes.
  • Maintaining up-to-date knowledge of emerging data science technologies and best practices in healthcare analytics.

Knowledge, Skills and Abilities
  • Proven experience in data science with a focus on machine learning, AI, predictive modeling, and advanced analytics.
  • Familiarity with AI and cognitive analytics is highly desirable.
  • Experience working with advanced Epic tools (Cogito Cloud, Nebula, Agent Factory) is a strong plus.
  • Epic certifications are highly preferred.
  • Statistical analysis (experience with tools such as SAS, SPSS)
  • Experience using Tableau and/or Smartsheets software for data visualization
  • Excel expert including macros, visual basic
  • Advanced SQL, Excel and Vizient query languages and database design
  • Metric quantitative and qualitative analysis
  • Experience in data manipulation, transformation, scrubbing and imputation with acute attention to detail
  • Expert at identifying data anomalies
  • Ensures, analyzes and monitors data quality
  • Strong analytic and problem-solving skills
  • Strong writing and editing skills
  • Ability to plan work, set clear direction and coordinate projects in a multi-disciplinary environment
  • Ability to work cooperatively and effectively with people from various organizational levels
  • Remains current with published literature in the fields of medicine, statistical analysis and healthcare operations
  • Change oriented and actively supports process improvement

About University of Maryland Medical System

The University of Maryland Medical System (UMMS) is a university-based regional health care system focused on serving the health care needs of Maryland. It is headquartered in Baltimore, Maryland, USA. It is a private, not-for-profit organization that operates 13 hospitals and has more than 28,000 employees. The University of Maryland Medical System was created in 1984 when the state-owned University Hospital became a private, nonprofit organization. It has academic affiliations with the University of Maryland School of Medicine and the University of Maryland, Baltimore County. The system is governed by a Board of Directors, which is responsible for the system's strategic direction and oversight. The University of Maryland Medical System is committed to providing high-quality, cost-effective health care services to the people of Maryland.
Learn more about University of Maryland Medical System
Size
28,000 employees
Industry
Founded
1984
5 Year Trend
+2%
Revenue
$4.4 billion
NASDAQ

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