Senior Data Scientist
仕事内容
Lead the design and deployment of graph-based modeling and reasoning solutions at the intersection of knowledge graphs and GenAI.
Advance NLP capabilities including tokenization, NER, summarization, and sentiment analysis, and evaluate models with BLEU, COMET, and ROUGE.
Build and enrich knowledge graphs by designing ontologies and schemas, and optimize queries with SPARQL and Cypher.
Develop GraphRAG pipelines, train graph/text embeddings, and integrate agentic workflows for multi-hop reasoning.
Collaborate with MLOps to deploy models via CI/CD and monitor GenAI solutions for quality and performance.
Communicate results clearly to stakeholders and contribute to a fast-paced, globally distributed DevOps context.
Advance NLP capabilities including tokenization, NER, summarization, and sentiment analysis, and evaluate models with BLEU, COMET, and ROUGE.
Build and enrich knowledge graphs by designing ontologies and schemas, and optimize queries with SPARQL and Cypher.
Develop GraphRAG pipelines, train graph/text embeddings, and integrate agentic workflows for multi-hop reasoning.
Collaborate with MLOps to deploy models via CI/CD and monitor GenAI solutions for quality and performance.
Communicate results clearly to stakeholders and contribute to a fast-paced, globally distributed DevOps context.
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