Senior AI Data Scientist

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🔔 Pennsylvania – Remote

🔔 Pennsylvania – Remote

⏰ Full Time

🟠 Senior

📊 Data Scientist

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Geisinger

WebsiteLinkedInAll Job Openings

10,000+ employees

Founded 1915

💊 Pharmaceuticals

🧘 Wellness

Healthcare • Pharmaceuticals • Wellness

Geisinger is a healthcare organization that has been providing accessible medical services for over a century in Pennsylvania. It focuses on meeting the healthcare needs of its communities and is dedicated to innovative patient care. With career opportunities in various fields including nursing, allied health, and administration, Geisinger promotes professional development and a supportive workplace for its employees, emphasizing diversity, equity, and inclusion.

📋 Description

• Leads and manages the entire lifecycle of data science projects, from conceptualization and design to development, deployment, and ongoing optimization. • Collaborates with cross-functional teams to define project scope, objectives, and success metrics. • Ensures projects align with organizational goals and deliver measurable impact on healthcare outcomes. • Leverages deep understanding of machine learning algorithms (decision trees, neural networks, graphical models, etc.) to build sophisticated predictive models for diverse healthcare applications. • Utilizes clustering, dimension reduction, and deep generative models to uncover hidden patterns and insights within large, complex healthcare datasets. • Applies rigorous validation techniques to ensure model accuracy, reliability, and fairness. • Oversees the deployment of models into production environments, ensuring seamless integration with existing systems. • Extracts insights from clinical and operational data sources (Epic Clarity, HL7, DICOM, and other enterprise data sources) to inform decision-making and guide project direction. • Translates complex technical findings into compelling narratives that resonate with non-technical stakeholders. • Facilitates data-driven decision-making by effectively communicating the value and impact of AI models. • Mentors and guides junior data scientists, fostering their professional growth and technical expertise. • Promotes a culture of collaboration, knowledge sharing, and continuous learning within the data science team. • Contributes to developing best practices and standards for data science and machine learning within the organization. • Stays abreast of the latest advancements in machine learning and healthcare research to identify opportunities for improvement and innovation. • Experiments with new approaches and technologies to enhance model performance and expand the organization's data science capabilities.

🎯 Requirements

• Bachelor's Degree-Related Field of Study (Required) • Minimum of 4 years-Relevant experience* (Required) • Skills: Analytical Thinking, C++ Programming Language, Clinical Data Cleaning, Communication, Group Collaboration, Machine Learning Methods, Python (Programming Language), Statistical Methods, Structured Query Language (SQL)

🏖️ Benefits

• We offer healthcare benefits for full time and part time positions from day one, including vision, dental and domestic partners. • Encourages an atmosphere of collaboration, cooperation and collegiality.