Data Scientist
EXL Service
Key Responsibilities
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Build and deploy enterprise-grade Generative AI and ML solutions
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Design scalable AI systems enabling natural language–driven automation and insights
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Develop and implement GenAI workflows for enterprise use cases
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Build LLM-powered applications for:
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Analytics & reporting
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Document intelligence
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Recommendation systems
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Design and implement advanced RAG (Retrieval-Augmented Generation) pipelines including:
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Embeddings
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Vector search
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Ranking and grounding mechanisms
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Build and expose AI capabilities via REST APIs and microservices
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Deploy, monitor, and manage solutions using Docker and cloud platforms
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Implement output validation, monitoring, and evaluation frameworks for production reliability
Required Skills
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Experience with Programming (Python, SQL, NoSQL, Spark) and ML tools and cloud technologies (AWS, Azure, GCP).
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Deep understanding of ML algorithms for common use cases in both structured and unstructured data systems.
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