Build and scale a Knowledge Graph by developing ingestion, transformation, entity resolution, serving, export, and data-quality pipelines. Model data across PostgreSQL, BigQuery, and Elasticsearch/OpenSearch; manage schema evolution, late-arriving data, backfills, monitoring, and production operations. Collaborate on data contracts and reliable data products while integrating messy, multi-source data.