Senior Data Science Specialist

2 weeks ago


Alwar, Rajasthan, India beBeeArtificialintelligence Full time US$ 15,00,000 - US$ 20,00,000
About the Job

We are seeking a seasoned leader in Artificial Intelligence and Machine Learning to spearhead the development of our Entity Resolution and Network Generation services.

Key Responsibilities

Entity Resolution Service

  • Design and implement distributed entity resolution algorithms capable of processing billions of records.
  • Develop fuzzy matching algorithms leveraging Elasticsearch's capabilities.
  • Create ML-enhanced matching with explainable AI for match decisions.
  • Implement incremental resolution supporting real-time and batch modes.

Network Generation Service

  • Architect distributed graph generation pipelines using GraphX/GraphFrames.
  • Implement graph analytics algorithms (PageRank, community detection, centrality measures).
  • Design storage strategies for multi-billion edge graphs in Parquet/distributed file systems.
  • Build temporal graph support for time-evolving networks.

Ai Model Development

  • Build Graph Neural Networks (GNNs): Develop GNN models (e.g. GraphSAGE, GATv2) using PyTorch Geometric or DGL.
  • Implement Entity Resolution: Design algorithms for fuzzy matching, semantic matching (Sentence-BERT), and clustering.
  • Create Risk Scoring Models: Combine rule-based, supervised (XGBoost), and unsupervised (Isolation Forest) methods to generate composite risk scores.
Cross-Service Responsibilities

Ensure seamless integration between entity resolution and network generation.



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