Senior Data Engineer
avature
Job Description
- Build and optimize dbt models across staging, intermediate, domain, and marts layers following healthcare data best practices
- Design and implement data pipelines for healthcare vendor data ingestion, transformation, and quality validation
- Develop automated monitoring and alerting to catch data issues before they impact downstream analytics
- Create ML feature engineering pipelines that prepare data for predictive models in SageMaker and Bedrock
- Optimize Redshift performance through query tuning, table design, and workload management
- Build CI/CD pipelines for reliable, automated deployments across environments
- Document data models and pipelines to enable team knowledge sharing and platform maintainability