Carol Vogeler
Sr Manager, Data Science and Healthcare Analytics
- Role
- Sr Manager, Data Science and Healthcare Analytics at Premera Blue Cross
- Location
- Spokane, WA, US
- LinkedIn followers
- 500 followers
About Carol Vogeler
Bridging the critical gap between analytics and healthcare strategy at Premera, where I translate complex technical capabilities into meaningful organizational outcomes through empowered, high-performing teams.Leading 15+ talented professionals across AI Sciences & Engineering and Healthcare Analytics, I\'ve discovered that the most transformative results emerge when technical expertise meets deep healthcare domain knowledge—and when teams are supported to achieve their highest potential.My Leadership Philosophy:I believe exceptional outcomes stem from creating environments where talented individuals can thrive. By fostering trust, ensuring strategic direction, and removing barriers, I enable my teams to deliver innovations that directly improve healthcare delivery and outcomes.Translation:* Technical-to-Business: I excel at articulating complex analytical concepts to program owners and leadership, ensuring AI/analytic investments align with organizational goals* Cross-Functional Collaboration: Successfully navigate relationships between technical teams, clinical stakeholders, and executive leadership to drive consensus and adoption* Strategic Facilitation: Translate business challenges into opportunities, enabling my teams to develop solutions that address real organizational needs.Enabling Others:My three managers—Raj Kollimarla, Nathan Crock, and Jim Davis lead teams that have delivered production analytics serving over users, including:* A RAG-powered customer service tool enabling rapid document searches across of procedures,* A configurable AI workflow processing clinical notes for automated prior authorization approvals,* Development of a novel causal machine learning framework to measure healthcare program effectiveness,* The implementation of an integrated reporting suite providing operational support to case managers and their leadership. Business Impact Through People:* Created organizational structure that attracts top-tier AI talent to healthcare* Implemented Responsible AI practices while maintaining innovation velocity* Built partnerships with universities and startups to advance organizational capabilitiesIndustry Perspective:With 30+ years in healthcare analytics—from pioneering reimbursement methodologies to the implementation of cutting-edge machine learning—I understand how to balance innovation with the unique requirements of healthcare delivery. I\'ve experienced healthcare transformation from multiple perspectives, including those of a working parent and a patient facing healthcare challenges.
Experience
Sr Manager, Data Science and Healthcare Analytics
May 2023 — Present
Strategic Leadership & Organizational Development:* Lead cross-functional organization of 15+ professionals* Developed organizational structure that successfully attracts and retains high-caliber technical talent in healthcare setting* Created management framework enabling manager direct reports to excel in their leadership roles while maintaining technical excellenceBusiness-Technical Translation & Stakeholder Management:* Successfully translate complex analytical and AI capabilities into business value propositions for clinical staff and senior leadership* Navigate complex organizational dynamics to build consensus around AI implementation and analytics initiatives* Facilitate productive relationships between technical teams and healthcare business stakeholdersResponsible Innovation & Change Management:* Implemented comprehensive responsible AI practices that balance innovation velocity with ethical deployment and regulatory compliance* Manage change initiatives that enable teams to adopt new technologies and methodologies effectivelyTeam Empowerment & Their Delivery of Results:* Generative AI customer service applications serving 800+ users* Automated prior authorization workflows processing clinical documentation* Novel causal machine learning frameworks for program evaluation* Machine learning driven clinical risk scores * Population health tools and algorithms* Operational analytical reporting suitePeople Leadership & Organizational Health:* Address complex staffing considerations while maintaining team morale and individual dignity* Support professional development of managers and individual contributors* Create inclusive environment that values diverse perspectives and approaches to problem-solving
Education
Washington State University
MS, Mathematics
1991 — 1992
University of Washington
Certificate, Data Science
University of Idaho
Mathematics
1990 — 1991
Washington State University
BS, Mathematics
1986 — 1990
Skills
- Clinical Research
- Business Process Improvement
- Data Analysis
- Analysis
- Business Analysis
- Analytics
- Healthcare
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