oracle
Gen AI Engineer
EXL Service
Bengaluru, IND
Full-time
Mid · 3+ years experience
Hybrid
Discovered 1 weeks ago
TensorFlowPyTorchLangChainPineconeAWS Extract
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TensorFlowPyTorchLangChain
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TensorFlowPyTorchLangChainPineconeAWS Extract
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Responsibilities
- Manage GenAI models production pipelines to debug defects and provide root cause assessments.
- Build and orchestrate LLM‑based workflows using frameworks such as LangChain , including prompt engineering and pipeline design.
- Implement Retrieval‑Augmented Generation (RAG) architectures leveraging vector databases such as Pinecone for semantic search and contextual retrieval.
- Work with document ingestion and extraction workflows , including processing unstructured documents (PDFs, scans, forms) using tools like AWS Extract and GenAI‑based extraction techniques.
- Collaborate with cross‑functional teams (engineering, product, and business stakeholders) to define data requirements, evaluation metrics, and success criteria.
- Communicate findings and insights effectively to both technical and non‑technical audiences through visualizations, reports, and presentations.
- Stay current with industry trends, tools, and best practices in Generative AI, LLMs, data science, and analytics .
- Mentor junior team members and contribute to a culture of continuous learning and technical excellence.
Qualifications
- Bachelor’s or Master’s degree in Data Science, Computer Science, AI/ML, Statistics, Mathematics , or a related field.
- 3–6 years of experience in a data science, applied ML, or GenAI role, with a strong portfolio of projects.
- Hands‑on experience with machine learning frameworks (scikit‑learn, TensorFlow, PyTorch).
- Practical experience with LLMs, GenAI frameworks, LangChain , and prompt‑driven workflows.
- Strong understanding of RAG patterns , vector embeddings, and vector databases such as Pinecone .
- Candidates with Knowledge of Agentic AI will be preferred
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