Process Engineer at Anglian Water designing and optimizing water and wastewater treatment systems. Collaborating across teams to ensure compliance and safety in engineering solutions.
About the role
- Data Modeling Engineer at Aramark building dimensional models and BI data products in Snowflake. Collaborating with data engineering and BI teams to ensure data accuracy and reliability.
Responsibilities
- Build dimensional models and Business Vault structures in Snowflake based on approved architectural designs
- Apply approved business logic and KPI definitions
- Partner closely with data engineering teams
- Ensure accurate, reliable, and consumption-ready modeled data
- Focus on implementation and build execution within Snowflake
- Build architect-approved star schemas and subject-area dimensional models
- Implement bridge tables resolve many-to-many relationships, hierarchies, and allocation logic
- Deliver business-friendly semantic layers optimized for Power BI consumption
- Validate modeled outputs for accuracy and completeness
- Support SDLC and SOC 1 evidence requirements through clear documentation
Requirements
- Strong hands on experience with Snowflake
- Familiarity and comfortability with Data Vault 2.0 methodology
- Advanced SQL expertise, including complex joins, window functions, and performance tuning.
- Strong understanding of dimensional modeling concepts including SCDs, surrogate keys, and conformed dimensions.
- Experience encoding business logic and KPI definitions into curated semantic views.
- Experience supporting semantic models and datasets consumed by Power BI and other BI tools
- Familiarity with Snowflake governance features including data masking and sensitivity tagging.
- Experience supporting production data models through SDLC and incident resolution.
- Strong communication and documentation skills.
Benefits
- medical
- dental
- vision
- work/life resources
- retirement savings plans like 401(k)
- parental leave
- disability coverage
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