Big Data & Pipelines: Experience with distributed data processing, streaming/batch pipelines (such as Apache Beam / GCP Dataflow), and vector/graph databases. AI & Machine Learning Integration: Familiarity with multi-modal data, AI/ML model deployment, and data governance frameworks.