Source description
About the role
Analytics Engineering & Reporting
Build and maintain BigQuery data models using Dataform, following medallion architecture patterns (Bronze/Silver/Gold)
Contribute to Looker dashboards and LookML models, working alongside senior engineers and analysts
Write performant, well-structured SQL for large-scale transformations in BigQuery
Implement data quality checks using Dataform assertions and automated alerting
Support data observability across the warehouse — monitoring pipeline health, data freshness, and anomaly detection
Data Pipelines & Ingestion
Build and maintain robust Python data pipelines with testing, linting, and CI/CD integration
Work with orchestration tooling (Cloud Composer / Airflow) to schedule and monitor workflows
Develop familiarity with CDC concepts and event-driven ingestion patterns (Datastream, Pub/Sub)
Containerise workloads with Docker for deployment on Cloud Run or similar GCP services
Data Science Collaboration
Support Data Scientists in moving work from notebook to production pipeline
Contribute to feature pipelines and data preparation for ML workloads
Help bridge the gap between research prototypes and scalable, maintainable code
More at Kitman Labs