Advanced Data Intelligence Developer

18 hours ago

dombivli, India beBeeMachinelearning Full time

Cloud Graph Engineer – Advanced Analytics and OptimisationThis is a unique opportunity to tackle complex technical challenges, from real-time large data processing to advanced analytics and optimisation on large network graphs and interactive visualisations, while contributing to a mission that fights financial crime, builds customer intelligence and promotes ethical decision-making.The role involves architecting and implementing distributed graph computing solutions processing billions of entities and relationships for a next-generation data intelligence platform using a microservices architecture.The successful candidate will lead the development of Entity Resolution and Network Generation services.Entity Resolution ServiceDesign and implement distributed entity resolution algorithms to process billions of records.Build blocking strategies (e.g., LSH, canopy clustering) optimised for Spark at scale.Create AI/ML based advanced matching with explainable AI (XAI).Implement incremental resolution supporting real-time and batch modes.Design APIs for entity lookup with sub-100ms latency requirements.Network Generation ServiceArchitect distributed graph generation pipelines using libraries such as GraphX/GraphFrames.Implement graph analytics algorithms such as PageRank, community detection, and centrality measures.Design storage strategies for multi-billion edge graphs in the cloud.Build temporal graph support for time-evolving networks.Ai/Ml Model Development & Explainable Ai (Xai)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.Implement AI based Entity Resolution algorithms using techniques such as fuzzy matching, semantic matching (Sentence-BERT), and clustering across heterogeneous data sources.Create Risk Scoring Models by combining rule-based, supervised and unsupervised methods, optimised for real-time and large data processing.Responsibilities:Ensure seamless integration between entity resolution and network generation services.Implement comprehensive monitoring and observability.Contribute to API design and service contracts.What You Will Contribute To:

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