Build data models, pipelines, and analytic consumption layers while applying software engineering best practices like version control, code review, and unit testing.
- Apply software engineering best practices
- Build consumption layers and analytic applications
- Build data models and ontology
- Collaborate with data and IT teams on data sources
- Design data pipelines
- Ensure data quality and health checks
- Implement version control and code review
- Optimize transformation performance and resource usage
- Translate business requirements into technical solutions
- Write unit tests and schema control