Lead Data Analyst - Azure Databricks and Healthcare Domain
unitedhealthgroup
Job Description
Primary Responsibilities:
- Analytics & Insights Leadership (Primary Focus)
- Lead end‑to‑end analytical initiatives, from business problem definition through insight generation and executive‑ready outputs
- Design and deliver analytical datasets, KPIs, metrics, and dashboards using Databricks SQL and PySpark
- Translate complex healthcare, claims, and financial data into clear, actionable insights and recommendations for senior leadership
- Support medical cost trend analysis, risk identification, savings validation, leakage analysis, and forecasting accuracy improvements
- Healthcare Data Analysis
- Perform advanced analysis on large‑scale healthcare data, including:
- Claims and Payment Integrity datasets
- Actuarial and forecasting data
- EMR/EHR‑adjacent healthcare data
- Partner with payment integrity, actuarial, finance, and clinical stakeholders to understand analytical needs and shape insight‑driven solutions
- Validate business rules, assumptions, calculation logic, and analytical methodologies used in reporting and models
- Perform advanced analysis on large‑scale healthcare data, including:
- Data Engineering & Platform Enablement (Secondary skills)
- Contribute hands‑on to the development and optimization of analytical data pipelines in Databricks using PySpark and SQL
- Collaborate with data engineering teams to:
- Define data models and analytical layer requirements
- Improve data availability, quality, and performance for analytics use cases
- Optimize queries, transformations, and datasets for performance, scalability, and cost efficiency within lakehouse and warehouse environments.
- Support data readiness for downstream use cases including BI reporting, AI/ML, and executive analytics
- Governance, Quality & Compliance
- Implement and enforce data quality checks, controls, and documentation for analytical datasets
- Ensure compliance with HIPAA, HITRUST, and enterprise data governance standards
- Support metadata management, lineage, and access controls using Unity Catalog and related enterprise tooling
- Leadership & Mentorship
- Mentor and guide data analysts and senior analysts, promoting best practices in analytics, storytelling, and validation
- Review analytical deliverables for accuracy, clarity, and business relevance
- Act as a thought partner to business leaders, influencing decisions through data and insights