Senior AI/Machine Learning Cloud Architect

1 week ago

kozhikode, India beBeeCloud Full time

About This RoleThis is a foundational position that presents the unique opportunity to design, build, and steer a product from its inception, establishing yourself as a key architect in the world of graph analytics.Key Responsibilities:Architect and implement distributed graph computing solutions processing billions of entities and relationships for a next-generation data intelligence platform using a microservices architecture.Lead the development of the Entity Resolution and Network Generation services, driving performance, latency, and throughput optimization.Technical Requirements:Design and implement distributed entity resolution algorithms, building strategies such as LSH and canopy clustering optimized for Spark at scale.Develop AI/ML based advanced matching with explainable AI (XAI), implementing incremental resolution supporting real-time and batch modes.Design APIs for entity lookup with sub-100ms latency requirements, assisting the team in building dynamic entity resolution with embedded graph knowledge of GNN and GT.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.Champion model transparency and fairness by integrating state-of-art models evaluation techniques such as SHAP, LIME, bias detection and monitoring model drifts.Data Platform Expertise:Ensure seamless integration between entity resolution and network generation services, contributing to API design and service contracts.Implement comprehensive monitoring and observability, leveraging expertise in cloud infrastructure and data platforms.What You'll Achieve:As a Senior AI/ML Cloud Engineer, you will play a pivotal role in shaping the future of graph analytics, delivering cutting-edge solutions that drive business success. Your contributions will be recognized and valued, providing opportunities for growth and professional development.],

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