Graph Analytics Architect

1 week ago


tumakuru, India beBeeMachine Full time

Transforming financial crime, fraud, and risk management through a cutting-edge contextual decision intelligence platform requires innovative solutions.As a key architect in one of the world's leading Graph analytics platforms, you will design, build, and steer products from inception to delivery.Implement distributed entity resolution algorithms to process massive datasets.Develop blocking strategies (e.g., LSH, canopy clustering) optimized for Spark at scale.Create AI/ML based advanced matching with explainable AI (XAI).Implement incremental resolution supporting real-time and batch modes.Architect distributed graph generation pipelines using libraries such as GraphX/GraphFrames.Implement high-performance graph serving APIs with complex query capabilities.Optimize graph partitioning to minimize shuffle and maximize locality.Implement AI based Entity Resolution algorithms using techniques such as fuzzy matching, semantic matching (Sentence-BERT), and clustering across heterogeneous data sources.Build Graph Neural Networks (GNNs) and models using neighbour sampling techniques such as GraphSAGE to analyse corporate and transaction networks for fraud and risk patterns.



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