Advanced Distributed Computing Expert

4 days ago

ballari, India beBeeEngineer Full time

Senior AI/ML Cloud EngineerWe are seeking an experienced Senior AI/ML Cloud Engineer to join our team. The successful candidate will have a strong background in architecting and implementing distributed graph computing solutions using microservices architecture.The role involves designing and implementing distributed entity resolution algorithms to process billions of records, building blocking strategies optimized for Spark at scale, creating AI/ML based advanced matching with explainable AI (XAI), and implementing incremental resolution supporting real-time and batch modes.Key Responsibilities:Design and implement distributed entity resolution algorithmsBuild blocking strategies optimized for Spark at scaleCreate AI/ML based advanced matching with XAIImplement incremental resolution supporting real-time and batch modesDesign APIs for entity lookup with sub-100ms latency requirementsNetwork Generation Service:Architect distributed graph generation pipelines using libraries such as GraphX/GraphFramesImplement graph analytics algorithms such as PageRank, community detection, and centrality measuresDesign storage strategies for multi-billion edge graphs in the cloudBuild temporal graph support for time-evolving networksAi/ml Model Development & Explainable Ai (xai):Build Graph Neural Networks (GNNs) and models using neighbor sampling techniques such as GraphSageImplement AI based Entity Resolution algorithms using techniques such as fuzzy matching, semantic matching (Sentence-Bert), and clustering across heterogeneous data sourcesCreate Risk Scoring Models by combining rule-based, supervised and unsupervised methods, optimized for real-time and large data processingCloud Infrastructure & Data Platform (Cross-Service Responsibilities):Ensure seamless integration between entity resolution and network generation servicesImplement comprehensive monitoring and observabilityRequirements:Bachelor's degree in Computer Science or related field10+ years of experience in AI/ML engineeringStrong background in graph computing and microservices architectureExperience with Spark and cloud infrastructureExcellent problem-solving skills and ability to work independentlyWhat We Offer:Competitive salary and benefits packageOpportunity to work on cutting-edge AI/ML projectsCollaborative and dynamic work environmentHow to Apply:Please submit your resume and cover letter to apply for this exciting opportunity.],

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