Penn Medicine
Data Scientist PennDnA
Philadelphia, Pennsylvania, USA · full-time
Sponsorship not specifiedDetected 106 days ago
PythonAlgorithmsGitSQLNoSQLVector DatabasesMachine LearningDeep LearningTensorFlowPyTorchscikit-learnData EngineeringData ScienceNLPLLMsRAGStatisticsA/B TestingEHR/EMRPatient CareResearchCommunicationCollaborationProblem Solving
About the role
- Working for this leading academic medical center means collaboration with top clinical, technical and business professionals across all disciplines.
- Today at Penn Medicine, someone will make a breakthrough.
- Our employees shape our future each day.
Responsibilities
- Someone will heal a heart, deliver hopeful news, and give comfort and reassurance.
- Develop proof-of-concept models and then iteratively improve the model.
- Design and utilize experimentation to quantify opportunity and outcomes.
- Maintain, implement and advance best practices as relevant for the data science discipline.
- Lead and execute moderately complex projects with minimal oversight.
- Maintain and optimize production models and applications.
- You will optimize research data tools and design scalable architecture to support our system clinical, operational and research efforts.
- Look for opportunities to optimize the team's processes and workflows.
Requirements
- Exhibit exceptional domain and data context awareness, stakeholder engagement, and ability to frame problems.
- Strong understanding of stakeholder needs.
Benefits
- Demonstrate a commitment to continuous learning and professional development.
- Stay current with industry trends, best practices, and emerging technologies in data architecture, database development, machine learning, statistical analysis and healthcare analytics.
- 4+ years of Experience in data architecture, database development, machine learning, statistical analysis and healthcare analytics.
- Required Skills and Abilities Subject Matter Expertise -Expert in machine learning techniques deep learning, natural language processing (NLP), and predictive modeling.
- Proficiency in programming languages commonly used in data science, such as Python or R, and experience with machine learning libraries/frameworks (e.g., TensorFlow, PyTorch, scikit-learn).
- Proficiency in research data collection platforms, such as REDCap, and electronic health record (EHR) systems.
Company info
- Description Penn Medicine is dedicated to our tripartite mission of providing the highest level of care to patients, conducting innovative research, and educating future leaders in the field of medicine.
Visa & Work Authorization
- stry, age, disability, marital status, familial status, genetic information, domestic or sexual violence victim status, citizenship status, military status, status as a protected veteran or any other status protected by
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This listing is sourced directly from Penn Medicine's careers page and normalized into a canonical job model.