Sentara Healthcare

Lead Databricks Engineer

Sentara Healthcare$106K — $176K *
Information Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • 8+ years of experience in data engineering or platform development with a degree
  • 10+ years of relevant experience without a degree
  • Strong hands-on experience with Azure Databricks and PySpark
  • Proficiency in Python for data engineering
  • Experience with Delta Lake and Lakehouse architecture
  • Strong understanding of Medallion architecture (Bronze, Silver, Gold)
  • Familiarity with data governance tools like DataHub and Purview

Responsibilities

  • Design and develop scalable data ingestion frameworks using Azure Databricks and PySpark
  • Build metadata-driven pipelines that separate configuration from execution
  • Implement Bronze, Silver, and Gold data layers based on Medallion architecture
  • Integrate data pipelines with governance tools like DataHub and Purview
  • Enforce schemas and quality checks within data pipelines
  • Utilize ingestion tools and file-based patterns for data onboarding
  • Promote automation in dataset onboarding using configuration-driven methods
  • Collaborate with teams to ensure governed data access and scalability

Benefits

  • Medical, Dental, Vision plans
  • Adoption, Fertility and Surrogacy Reimbursement up to $10,000
  • Paid Time Off and Sick Leave
  • Paid Parental & Family Caregiver Leave
  • Emergency Backup Care
  • Disability and Critical Illness plans
  • 401k/403B with Employer Match
  • Tuition Assistance - $5,250/year
  • Student Debt Pay Down - $10,000
  • Reimbursement for certifications and CEUs
  • Pet Insurance
  • Legal Resources Plan
  • Annual discretionary bonus opportunity
Full Job Description
City/State
Virginia Beach, VA

Work Shift
First (Days)

Overview:

Lead Specialty Engineer

Overview

We are looking for a Senior Data Engineer to help build and scale a modern, metadata-driven data platform on Azure. This role focuses on designing reusable data ingestion frameworks, enabling governance at scale, and integrating with modern data catalog and access patterns.

The ideal candidate is hands-on, thinks in terms of platforms rather than pipelines, and has strong experience with Databricks, Python, and cloud-native data architectures.

Key Responsibilities
  • Design and develop scalable, reusable data ingestion frameworks using Azure Databricks and PySpark
  • Build metadata-driven pipelines that decouple configuration from execution
  • Implement and maintain Bronze, Silver, and Gold data layers following Medallion architecture
  • Integrate data pipelines with data catalog and governance tools (e.g., DataHub, Purview)
  • Implement schema enforcement, data contracts, and data quality checks within pipelines
  • Work with ingestion tools (e.g., Fivetran) and file-based ingestion patterns
  • Enable automation for dataset onboarding using configuration-driven approaches
  • Collaborate with architecture, governance, and business teams to ensure scalable and governed data access
  • Contribute to evolving toward event-driven and near real-time ingestion patterns
  • Support CI/CD and DevOps practices for data platform components


Education:
  • Bachelor's degree


Required Skills & Experience
  • 8+ years of experience in data engineering or data platform development with degree
  • 10+ years of relevant experience without a degree
  • Strong hands-on experience with Azure Databricks and PySpark
  • Proficiency in Python for data engineering and framework development
  • Experience with Delta Lake and Lakehouse architecture
  • Strong understanding of Medallion architecture (Bronze, Silver, Gold)
  • Experience designing reusable and scalable data ingestion frameworks
  • Experience working with data catalog / governance tools (DataHub, Purview, Collibra, etc.)
  • Solid understanding of:
    • data lineage
    • schema evolution
    • data contracts
    • data quality frameworks
  • Experience working with cloud storage (ADLS Gen2) and distributed data processing
  • Familiarity with CI/CD pipelines and Git-based workflows


We provide market-competitive compensation packages, inclusive of base pay, incentives, and benefits. The base pay rate for Full Time employment is: $106,080 - $176,820.8. Additional compensation may be available for this role such as shift differentials, standby/on-call, overtime, premiums, extra shift incentives, or bonus opportunities

Benefits: Caring For Your Family and Your Career

Medical, Dental, Vision plans
• Adoption, Fertility and Surrogacy Reimbursement up to $10,000
• Paid Time Off and Sick Leave
• Paid Parental & Family Caregiver Leave
• Emergency Backup Care
• Long-Term, Short-Term Disability, and Critical Illness plans
• Life Insurance
• 401k/403B with Employer Match
• Tuition Assistance - $5,250/year and discounted educational opportunities through Guild Education
• Student Debt Pay Down - $10,000
• Reimbursement for certifications and free access to complete CEUs and professional development
• Pet Insurance
• Legal Resources Plan
• Colleagues have the opportunity to earn an annual discretionary bonus if established system and employee eligibility criteria is met.

About Sentara Healthcare

Sentara Healthcare is a not-for-profit healthcare system that operates hospitals, outpatient care centers, imaging centers, and other healthcare facilities in Virginia and North Carolina. The system provides a range of medical services, including cancer care, heart and vascular care, orthopedics, pediatrics, and women's health. Sentara Healthcare also offers health plans and wellness programs. The system is committed to providing high-quality, patient-centered care and has received numerous awards and recognitions for its clinical outcomes and patient satisfaction.
Learn more about Sentara Healthcare
Size
30,000 employees
Industry

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