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Senior Data Science Analyst

UNIVERSITY OF TEXAS AT AUSTIN

Austin, TXJobSeen 5 days agoSeen in employer's feed 5 days ago

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At a glance

Compensation
No compensation found
Location
Austin, TX
Work Authorization
Not specified

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Job overview

The Senior Data Science Analyst leads enterprise data science and advanced modeling initiatives, including ML, AI, deep learning, and natural language processing. The role integrates data sources, develops architectures and standards, and creates dashboards and KPIs across clinical and operational domains. It advises executives and clinical leaders, mentors analysts, pilots emerging tools, and contributes to research collaborations and scholarly activity.

Skills & qualifications

RequiredNice to have

Skills

Strategic ThinkingMachine LearningArtificial IntelligenceAdvanced Statistical ModelingML ArchitectureData ModelingData PipelinesReproducibilityMonitoringRoot Cause AnalysisData IntegrationCross-Functional LeadershipExecutive CommunicationDashboard Development

Full job description

Strategic Data Science and Advanced ModelingLeads the development of advanced ML and AI models, including deep learning and natural language processing.Oversees the design of analytical frameworks for organization-wide initiatives.Interprets findings for executive and governance audiences.Implements scalable model architectures and optimization strategies.Advises leadership on risks, opportunities, and emerging technologies.Data Architecture, Integration, and Standards Leads the integration of heterogeneous data sources across the enterprise.Designs data architectures supporting advanced modeling and analytics.Develops and enforces data standards, quality measures, and governance.Creates robust data models for research, predictive analytics, and operational use.Partners with IT to optimize cloud infrastructure and MLOps solutions.Data Visualization Creates enterprise-level dashboards, scorecards, and reporting methodologies.Standardizes KPIs across clinical and operational domains.Leads automation of recurring analytics and model-driven insights.Stakeholder Leadership and Strategic ConsultationAdvises senior executives, clinical leaders, and program directors.Leads requirements workshops and data strategy sessions.Builds consensus on model adoption, data definitions, and governance.Represents the analytics program at committees and external forums.Mentorship, Innovation, and Documentation Mentors junior and intermediate analysts in advanced analytics techniques.Documents analytical frameworks, data sources, and methodological decisions.Leads pilots of emerging AI/ML tools, including synthetic data and automation.Contributes to research collaborations, publications, and scholarly activity.MARGINAL OR PERIODIC FUNCTIONS:Conducts periodic audits of data quality and governance standards.Evaluates emerging AI/ML tools through short pilots and reports findings.Facilitates executive briefings on strategic analytics initiatives.Adheres to internal controls and reporting structure.Performs related duties as required.KNOWLEDGE/SKILLS/ABILITIESStrategic Decision Making and AgilityDemonstrates strong strategic thinking and has the ability to navigate ambiguous environments.Connects analytics roadmap to institutional goals and future capabilities.Frames enterprise analytics choices with clear criteria and risk/benefit analysis.Functional/Technical SkillsExhibits expertise in ML, AI, and advanced statistical modeling.Selects and implements appropriate ML architectures aligned to problem constraints.Designs robust data models and pipelines with reproducibility and monitoring.Problem SolvingMaintains a continuous learning and innovation mindset.Triages model performance anomalies with root cause analysis and corrective actions.Integrates different data sources to address complex, multi factor questions.Organizational SavvyProvides leadership in cross-functional teams and enterprise initiatives.Builds cross functional alignment on definitions and KPIs.Navigates governance bodies to advance responsible AI/ML adoption.Executive CommunicationCommunicates at a high level with messaging tailored to executive audiences.Crafts executive level narratives linking insights to operational decisions.Builds dashboards and scorecards that reveal trends and actionable thresholds.

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