, synonym refreshes, name normalization, and post-load validation. Work with source data stored in Microsoft SQL Server... metrics captured after indexing. Use SQL to query source and operational data, investigate discrepancies, support...
, and control monitoring. Working knowledge of AI and GenAI patterns, lang graph, lang chain, embedding, chunking, RAG, vector... with data management platform such as Collibra (preferred) or understanding of open-source frameworks such as Apache Atlas...
portfolio projects, open source contributions, and/or other observable works. Deep understanding of programmatic advertising..., prebid.js, and programmatic supply chain data flows Understanding of identity graph methodologies including deterministic...
with physics-informed neural networks, neural operators, Graph Neural Networks, or AI-accelerated FEM modeling Familiarity... of model outputs to model imperfections of low quality source data or data gaps Participate in regular team research reviews...
, enabling rapid AI deployment, adoption, and ROI. Through 4Minds’s automated data pipeline and proprietary knowledge graph..., and sales performance Own data quality from source to activation clean, enriched, and structured so every downstream system...
, scaling, and maintaining data pipelines from a variety of source systems and streams (Internal, third party, cloud based... in a cloud ecosystem Ability to work with graph-based data workflows (e.g., Apache Airflow) Ability to develop data catalogs...
and iteratively optimizing technical solutions Preferred Qualifications Contributions to Agent framework open-source projects... Research experience in Embodied AI or robotics Familiarity with Graph Neural Networks, Knowledge Graphs, and related project...
for extracting structured knowledge from multi-source heterogeneous data (documents, web pages, databases, conversation logs) Design... knowledge base updates and expansion Knowledge Organization & Representation Design knowledge graph schemas and ontologies...
Analyze website metrics and product discovery behaviors to make data-driven decisions on optimizing our knowledge graph data.../reasoning standards (SHACL, SPIN) - Knowledge of open-source and commercial ontology engineering editors (e.g. Protégé...
Analyze website metrics and product discovery behaviors to make data-driven decisions on optimizing our knowledge graph data... (SPARQL) and validation/reasoning standards (SHACL, SPIN) - Knowledge of open-source and commercial ontology engineering...