, vector databases, embeddings, and semantic search Experience with MLOps practices and AI system monitoring...
for metrics generation workflows with comprehensive audit trails. - Lead the design of semantic data models that balance... dense vectors with sparse representations for optimal semantic retrieval. - Establish automated compliance validation...
-efficient pipelines (batch/streaming) with automated testing, observability, and data SLAs. o Implement gold/semantic layers...
intelligence, predictive modeling, and risk insights by maintaining reliable data marts and semantic layers As we grow, manage...
databases. Semantic Data Models & Knowledge Graphs: Expertise in developing semantic data models using ontologies...
, CrewAI, Semantic Kernel) Familiarity with AI/ML frameworks (e.g., TensorFlow, PyTorch, scikit-learn). Formal certifications...
and maintainability practices Power BI Modeling – Build and optimize semantic models, DAX measures, dataflows, and dashboards... Development – Strong semantic modeling, DAX, Power Query / dataflows, and dashboard performance optimization ALM / DevOps – Hands...
-on in the work. You'll be responsible for developing our data modeling strategy, maturing our semantic and reverse ETL layers..., and Data. Lead cross-functional efforts to align on core metrics, semantic layers, and taxonomy-ensuring scalable, reusable...
pipelines, leveraging SQL, Python, or other ETL tools to integrate and transform data from multiple sources. Develop semantic...
, retrieval, and generative quality (semantic fidelity, aesthetic quality, safety, latency/cost), and run A/B experiments.../memories, semantic search, enhancement, creative tooling). Expertise in retrieval-augmented or hybrid systems for vision...