- Define the architecture and standards for Seer’s data platform.
- Own the data platform across BigQuery, Dataflow, Airflow, Cloud Run, Cloud Functions, Cloud Storage, and ingestion tools such as Fivetran.
- Model and serve data using dbt and a governed LookML semantic layer, surfaced through Looker and MCP.
- Structure data so agents can retrieve deterministic answers to natural-language questions.
- Automate dbt testing, documentation, schema-change impact assessments, and migration or backfill planning.
- Build triage agents to investigate pipeline failures and data quality alerts and fix issues or recommend fixes within operational guardrails.
- Improve observability, query performance, dashboard load times, and storage efficiency while reducing BigQuery costs.
- Document platform decisions and operating practices, and teach and mentor data engineers and analysts.
SQLApache AirflowGit+4 more