EY - GDS Consulting - AIA - Gen AI - Staff
Ernst and Young8 days ago
Pune, IndiaStaff+
Responsibilities
- Implement RAG pipelines under provided architecture and design guidelines.
- Develop and optimize prompts through defined standards and review processes.
- Build FastAPI services and integrate GenAI capabilities into applications.
- Implement agent workflows using LangChain and LangGraph.
- Integrate vector databases and tune embeddings for retrieval accuracy.
- Consume LLMs from AWS Bedrock and Azure OpenAI.
- Implement JWT authentication for secure API access.
- Develop and deploy services on AWS according to existing infrastructure standards.
- Add logging and basic monitoring to GenAI pipelines.
- Participate in code reviews, testing, and documentation.
- Collaborate with senior engineers and managers on delivery and improvements.
Requirements
- At least 3 years of experience in Python-based development.
- Strong Python object-oriented programming skills.
- Working knowledge of RAG, chunking, chain-of-thought, and guardrails.
- Experience in prompt engineering and prompt iteration.
- Hands-on experience with LangChain and/or LangGraph.
- Strong FastAPI and REST API integration experience.
- Basic to intermediate AWS knowledge, including DynamoDB.
- Experience implementing JWT authentication in Python.
- Working knowledge of vector databases and embeddings.
- Familiarity with AWS Bedrock and Azure OpenAI.
- Basic understanding of LLMOps or MLOps concepts is preferred.
- Exposure to logging, monitoring, and evaluation signals for GenAI systems is preferred.
- Experience with enterprise chatbots or GenAI-backed applications is preferred.
- Strong execution, communication, collaboration, quality, performance, and reliability focus.
Categories
About Ernst and Young
Ernst & Young (EY) provides audit/assurance, tax, consulting, strategy and transactions services to enterprises, financial institutions, and public‑sector clients. Structured as a global network of partner‑owned member firms, it sells professional services on a fee basis, including a dedicated Financial Services Organization for banking, insurance, and capital markets. Headquartered in London, EY was formed in 1989 from the merger of Ernst & Whinney and Arthur Young, and operates in 150+ countries.