Data Visualization, Data Modeling, Excel, Sql, Project management fundamentals, Data governance principles, Powerpoint, ETL concepts

Logging, Data Modeling, Cloud Storage, Elasticsearch, BigQuery, Power Bi, Sql, Data Quality, DataFlow, vector search, Airflow, IAM policy tags, row-level security, Dataform, lakehouse medallion architecture, Cloud Composer, Cloud Run, Vertex AI, metadata lineage, column-level security, semantic search, Gemini embeddings, CI CD for data pipelines, Monitoring, Data Catalog, Dataplex, Google Cloud data services, dbt, Cloud SQL MySQL

Advanced Sql, Performance optimization and cloud cost management, Regulatory-aware data architecture, Enterprise data architecture and reference modeling, Python or Scala, Security and access control design, Data quality frameworks, Data governance and metadata management, End-to-end data pipeline design

Data Warehouse, Data Modelling, Data Governance, Data Lake, Sql, lakehouse, Security, analytical design, modern data architectures, cost optimisation