Description Additional Skills:

Deep hands-on expertise with dbt (Cloud or Core), including model development, testing, macros, packages, documentation, scheduling, and performance optimization.
Strong command of dbt project structure, materializations (including incremental models and snapshots), and integration with BI-owned metric certification and semantic layers.
Ability to evaluate when to leverage community dbt packages versus building custom solutions.
Expert-level SQL for complex analytical transformations and performance optimization.
Strong data modeling skills across dimensional (Kimball), Data Vault, and domain-oriented patterns, including temporal modeling, SCDs, and surrogate keys.
Proven judgment in balancing normalization vs. denormalization for performance, flexibility, and downstream analytics use cases.
Experience designing and implementing automated data quality testing and validation frameworks.
Familiarity with data quality tooling (e...