Advanced Data Intelligence Specialist

5 days ago

Jamnagar, India beBeeCloudEngineer Full time

Senior AI/ML Cloud EngineerThis role involves architecting and implementing distributed graph computing solutions processing large amounts of data for a next-generation data intelligence platform using microservices architecture.Entity Resolution Service: Design and implement distributed algorithms to process vast amounts of records efficiently.Build strategies (e.g., blocking, clustering) optimized for large-scale data processing in Spark.Create advanced matching with explainable AI.Implement incremental resolution supporting real-time and batch modes.Design APIs for entity lookup with low latency requirements.Network Generation Service: Architect distributed pipelines using libraries such as GraphX/GraphFrames.Implement analytics algorithms like 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.Create high-performance serving APIs with complex query capabilities.As a key member of our team, you will lead the development of Entity Resolution and Network Generation services.Establish yourself as a foundational architect in one of the world's leading Graph analytics platforms.Key Responsibilities:Lead the development of Entity Resolution and Network Generation services.Design and implement distributed entity resolution algorithms to process vast amounts of records.Build blocking strategies (e.g., LSH, canopy clustering) optimized for large-scale data processing in Spark.Implement incremental resolution supporting real-time and batch modes.Design APIs for entity lookup with low latency requirements.Architect distributed pipelines using libraries such as GraphX/GraphFrames.Implement analytics algorithms like 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.Create high-performance serving APIs with complex query capabilities.Requirements:3+ years of experience in distributed computing and big data systems.2+ years' experience in entity resolution and graph analytics at scale.Strong understanding of blocking algorithms, probabilistic record linkage, and similarity measures.Ability to design and optimize large Apache Spark workloads.Good understanding of Open Cypher or equivalent.Preferred Experience:Master or PhD in Computer Science or related field with focus on graphs/entity resolution.Experience with Architecture Design and implementation of large scaled Graph databases or equivalent.

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