: data modeling & ontologies, data platform & lakehouse architecture, and knowledge graph & specialized data systems... automation systems to the data infrastructure. Knowledge Graph & Specialized Data Systems Design and implement knowledge...
, or MySQL. - Experience with non-relational databases / data stores (object storage, document or key-value stores, graph... reviews, source management, build processes, testing, and operations. - Usage of generative AI tools to enhance workflow...
installation, configuration, monitoring, and troubleshooting of knowledge graph services. Install and configure. Monitor the... and resolve platform issues. Configure data source connections and manage asset libraries. Identify and raise system capacity...
with OpenAI GPT models, Anthropic Claude, open-source models (Llama, Mistral), and model fine-tuning. AI Architecture Patterns..., and knowledge graph integration. Cloud & Infrastructure: Expert-level experience with AWS, Azure, or Google Cloud;containerization...
, and troubleshooting of knowledge graph services. Install and configure. Monitor the platform, including integration... data source connections and manage asset libraries. Identify and raise system capacity related issues (storage, licenses...
and orchestration layers Semantic and knowledge graph foundations Data and signal ingestion fabric Model, reasoning, and tool... Strong distributed data processing background Knowledge graph platforms, semantic modeling, and ontologies AI, ML & Agentic Systems...
upstream sources, reducing duplicate records by 30%+ Own the async data ingestion pipeline for a critical data source... search and knowledge graph services, setting technical standards and mentoring junior engineers Drive technical strategy...
productivity. Build interpretable AI pipelines using graph neural networks, large language models, and process-aware reasoning..., constraints, STA, or sign-off workflows. Proficiency in Python, PyTorch/TensorFlow, and graph or agentic AI frameworks (e.g...
(Customer, Order, Invoice, Product, Vendor, Asset). Deploy automated schema mapping agents for source-to-target analysis... complexity: successfully delivered programs involving at least 3+ heterogeneous source systems, 100M+ records, complex master...
diagnostic questions and design end-to-end data solutions from source systems through transformation, governance, and consumption... platforms – Azure, Snowflake, AWS, Graph database (Neo4j), etc. Exposure to multiple BI/analytics tools, integration platforms...