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Tech Stack
Tools & technologiesAWSAzureBigQueryCloudETLGoogle Cloud PlatformKafkaPySparkPythonSQLTerraform
About the role
Key responsibilities & impact- Design and build scalable ETL/ELT pipelines for BigQuery, using Python and SQL.
- Lead our implementation of DataForm for version-controlled, testable SQL transformations.
- Define and maintain engineering standards: code review, CI/CD, monitoring, and testing.
- Work with analysts, product engineers, and the AI team to turn business needs into robust data models.
- Mentor teammates and help level up how Journey works with data.
- Work with modern tech, use LLMs and agentic coding tools responsibly to speed up analysis and development.
- Projects include migrating legacy Databricks ETL to GCP-native tooling, building cross-cloud ingestion pipelines, and setting up a DataForm-based transformation layer from scratch.
Requirements
What you’ll need- Strong production experience with Google Cloud Platform, especially BigQuery (partitioning, clustering, cost/performance tuning).
- Hands-on experience with DataForm.
- Advanced SQL proficiency—window functions, complex joins, and query optimization.
- Solid Python skills for pipeline engineering and tooling.
- Thorough understanding of ETL/ELT: orchestration, idempotency, data quality, observability.
- Comfort with CI/CD practices and Git-based workflows (GitHub Actions, GitLab CI, etc.).
- 5+ years in data engineering, with at least 2 years focused on GCP.
- Experience with Databricks or PySpark in production environments is a nice to have.
- Familiarity with AWS or Azure data services is a nice to have.
- Exposure to Infrastructure-as-Code (Terraform) is a nice to have.
- Knowledge of data streaming technologies (Pub/Sub, Dataflow, Kafka) is a nice to have.
- Partnering with analytics or ML teams is a nice to have.
- Ability to communicate clearly with non-technical colleagues is a nice to have.
Benefits
Comp & perks- Direct ownership and influence over a critical business platform.
- You will join a team of disruptive thinkers, digital specialists and tech pioneers.
- High quality hardware and development tools.
- Flexible working — in the beginning we expect mostly office collaboration but over time you will get more remote flexibility.
- Regular company off-sites.
ATS Keywords
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Hard Skills & Tools
PythonSQLETLELTDataFormGoogle Cloud PlatformBigQueryDatabricksPySparkTerraform
Soft Skills
mentoringcommunicationcollaborationleadership
