Senior Data Architect Specialist

4 days ago

vadodara, India beBeeCloudEngineer Full time

Job Description:As a Senior AI/ML Cloud Engineer, you will play a pivotal role in shaping our Graph Analytics Platform through the design and implementation of distributed graph computing solutions.The scope of this position involves architecting and implementing entity resolution algorithms to process massive datasets, building blocking strategies optimized for Spark at scale, creating advanced matching using explainable AI (XAI), and implementing incremental resolution supporting real-time and batch modes.Furthermore, you will be responsible for designing 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 (Graph transformers), and architecting distributed graph generation pipelines using libraries such as GraphX/GraphFrames.In addition, your expertise will be required in implementing graph analytics algorithms such as PageRank, community detection, and centrality measures, designing storage strategies for multi-billion edge graphs in the cloud, building temporal graph support for time-evolving networks, and creating high-performance graph serving APIs with complex query capabilities.You will also have the opportunity to 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, and create Risk Scoring Models by combining rule-based, supervised and unsupervised methods, optimized for real-time and large data processing.Required Skills and Qualifications:Strong background in distributed systems, big data processing, and machine learning is essential. Proficiency in programming languages such as Java, Python, and Scala is required. Experience with graph databases such as Neo4j and graph processing frameworks like GraphX/GraphFrames is highly desirable. Additionally, knowledge of cloud computing platforms such as AWS/GCP/ Azure is necessary.Benefits:In this role, you will have the opportunity to work on cutting-edge technologies, collaborate with a talented team of engineers, and contribute to the development of innovative solutions. We offer competitive salaries, comprehensive benefits packages, and opportunities for professional growth and development.Others:If you are a motivated and experienced engineer looking to make a meaningful impact in the field of AI/ML, we encourage you to apply for this exciting opportunity.

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