Data Fabric Architect
Prophecy Technologies
Role: Data Fabric Architect - Generative AI / RAG / Microsoft Fabric Location: Phoenix, AZ / Philadelphia, PA Competencies Must-Have:
- Proven experience as a Data Architect with strong expertise in Data Fabric frameworks
- Hands-on experience with Microsoft Fabric Notebooks for data integration, orchestration, and analytics
- Deep understanding of Generative AI architectures and Retrieval-Augmented Generation (RAG) pipelines
- Strong background in data modeling, semantic layers, and metadata management
- Proficiency in Python, SQL, and data engineering tools for building and optimizing data pipelines
- Knowledge of Azure Data Platform components (Synapse, Data Factory, Data Lake, Power BI, etc.)
- Ability to design end-to-end AI-driven data architectures integrating structured and unstructured data sources
- Experience implementing LLM-based solutions for data retrieval, summarization, and knowledge extraction
- Familiarity with vector databases (e.g., Pinecone, Chroma, FAISS) for RAG-enabled systems
- Exposure to AI orchestration frameworks such as LangChain or Semantic Kernel
- Strong understanding of data security, governance, and lineage in enterprise environments
- Excellent collaboration and communication skills to engage with data science, AI, and business teams
- Design and implement Data Fabric architecture supporting Generative AI and RAG workflows
- Develop Fabric Notebook solutions for data integration, analysis, and orchestration
- Architect and optimize data pipelines to serve AI/ML workloads efficiently
- Collaborate with data scientists and ML engineers to integrate RAG-based systems into enterprise platforms
- Build and manage knowledge retrieval layers leveraging vector databases and embeddings
- Define standards for data governance, quality, and observability across the AI data ecosystem
- Ensure scalability, security, and performance of AI-driven data solutions in Azure environments
- Stay current with emerging GenAI tools and frameworks to continuously evolve architecture strategies
Vacancy posted 21 hours ago
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