Strong expertise in at least one cloud data and AI stack, with familiarity in a second: Google Cloud (BigQuery, Dataflow, Dataproc, Dataplex, Vertex AI), Azure (Data Factory, Databricks, Fabric, Purview, Azure ML, Azure OpenAI) or AWS (Glue, EMR, Redshift, SageMaker, Bedrock). Conversational analytics: Identify and solution natural-language analytics opportunities such as text-to-SQL, chat-based BI, semantic search, RAG-enabled insight assistants and conversational workspaces, with appropriate governance and access controls.