Data Engineer
2 weeks ago
- Take ownership of pipeline stability and performance across our GCP-based stack (BigQuery, GCS, Dataprep/Dataflow)
- Lead the enhancement of our existing ETL workflows to support better modularity, reusability, and error handling
- Help introduce
lightweight governance practices
—including column-level validation, source tracking, and transformation transparency - Support development of a
semantic layer
(e.g., KPI definitions, normalized metric naming) to reduce rework and support downstream users - Work with analysts and dashboard developers to structure data outputs for intuitive use and parameterization
- Collaborate with team leadership to
prioritize improvements
based on impact and feasibility - Support platform readiness for
automated reporting
,
predictive modeling
, and
AI-enhanced analysis - Contribute to team culture through clear documentation, mentoring, and code review
- Participate in hiring, onboarding, and evolving our internal standards
Must-Have:
- 6-8+ years of experience in data engineering, preferably in a fast-paced agency or multi-client environment
- Solid command of
Google Cloud Platform
, especially BigQuery, GCS, and Cloud Dataprep (Alteryx) or Dataflow - Strong SQL and Python skills with a focus on transformation and data reliability
- Experience building and maintaining ETL pipelines in production
- Familiarity with
metadata-driven development
, version control, and task orchestration (Airflow or equivalent) - Proven ability to balance individual execution with team collaboration
- Clear communicator, able to translate technical trade-offs to non-technical stakeholders
Nice-to-Have:
- Experience applying basic
data governance
principles (e.g., lineage tracking, validation frameworks, naming conventions) - Exposure to building or maintaining a
semantic layer
(via dbt, LookML, etc.) - Familiarity with AI/ML workflows or tooling for automated insight generation
- Understanding of marketing or media datasets
- Experience developing custom marketing attribution models
- Experience mentoring junior team members or participating in code/process standardization
-
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