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State Street1 week ago

Core Data: AI Enablement Engineer - Manager

On-site · Bengaluru, Karnataka, India

Type
Full Time
Level
Senior Level
Education
Masters Degree
Company size
Unknown

Job Summary

Develop and maintain AI agent pipelines using LangChain and LangGraph, including ReAct agents, tool-calling workflows, stateful graph execution and SSE streaming responses. Build and extend RAG pipelines for knowledge-intensive tasks — document ingestion, chunking, embeddings, vector search and LLM-based generation. Integrate AI agents with Snowflake, Azure Blob Storage, PostgreSQL and REST APIs to support end-to-end data workflows. Design prompt engineering strategies (ReAct, CoT, structured output, few-shot) for LLMs such as Azure OpenAI. Build and expose agent capabilities via FastAPI and contribute to backend services in Python. Optimize agent pipelines for performance, reliability and scalability in a cloud (Azure) environment. Track, version and manage AI/LLM experiments using MLflow — including logging parameters, metrics, prompts and model artifacts for reproducibility and comparison. Collaborate with cross-functional teams to identify AI use cases and translate business requirements into agent-based solutions. Ensure AI solutions comply with responsible AI principles and financial services standards.

Required Qualifications

  • 8+ years of professional experience
  • Bachelor's or Master's in Computer Science, AI/ML or related field
  • Proficiency in Python
  • Hands-on experience with LangChain (chains, agents, LCEL)
  • Hands-on experience with LangGraph
  • Solid understanding of RAG (embedding models, vector stores)
  • Experience with Azure OpenAI Service and prompt engineering
  • Familiarity with FastAPI
  • Knowledge of vector databases (FAISS, Chroma, Azure AI Search)
  • Experience integrating LLMs with external databases, APIs and storage (Snowflake, Azure Blob Storage)
  • Experience in AI application evaluation (LLM output quality, RAG evaluation metrics)
  • Strong communication skills
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State Street

Core Data: AI Enablement Engineer - Manager

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