
Snowflake Dbt Architect
3 days ago
The role of a Big Data Architect Specialist involves the design and implementation of scalable data pipelines using dbt on Snowflake, following industry-accepted best practices. This requires expertise in data transformation, performance tuning, and deployment workflows.
This position demands experience building and deploying dbt models in a production environment, with hands-on knowledge of Snowflake and dbt. The ideal candidate will have strong SQL skills, proficiency in Git, CI/CD, and orchestration tools, as well as excellent communication and collaboration skills.
Key Responsibilities:
- Design and implement scalable ELT pipelines using dbt on Snowflake.
- Build ingestion pipelines from various sources including relational databases, APIs, cloud storage, and flat files into Snowflake.
- Implement data modelling and transformation logic to support layered architecture.
- Leverage orchestration tools to schedule and monitor data workflows.
- Apply dbt best practices: modular SQL development, testing, documentation, and version control.
- Perform performance optimizations in dbt/Snowflake through clustering, query profiling, materialization, partitioning, and efficient SQL design.
- Collaborate with multiple stakeholders to understand requirements and deliver clean, validated datasets.
Required Qualifications:
- 3 to 5 years of experience in data engineering roles, with 2+ years of hands-on experience in Snowflake and dbt.
- Experience building and deploying dbt models in a production environment.
- Expert-level SQL and strong understanding of ELT principles.
- Familiarity with data quality and validation techniques: dbt tests, dbt docs, etc.
- Experience with Git, CI/CD, and deployment workflows in a team setting.
Technical Skills:
- Languages & Frameworks:
- Python: For data transformation, notebook development, automation.
- SQL: Strong grasp of SQL for querying and performance tuning.
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