About the job 

Skill: GenAI and Agentic AI -Sr Associate 

Experience Required: 4 to 7 years 

Location: PAN India PwC locations 

Responsibilities: 

• Design and implement autonomous agents using LangChain / Crew.ai / SK / Autogen and other relevant frameworks 

• Develop and optimize RAG systems for improved information retrieval and response generation 

• Create robust evaluation frameworks for testing agent performance and safety 

• Implement monitoring and logging systems for agent behavior 

• Develop documentation and best practices for agent development 

• Contribute to the improvement of agent architecture and capabilities 

Hands-on experience with: 

• Building and deploying autonomous agents 

• LangChain framework for developing applications 

• Retrieval Augmented Generation (RAG) systems 

• Large Language Models (LLMs) and their APIs 

• Solid understanding of safety principles and best practices 

• Resolving hallucinations in the outcomes 

Mandatory Skill sets: 

• Advanced Python programming with expertise in async programming and API developmenT 

• Experience with vector databases and embedding models 

• Proficiency in implementing RAG pipelines and knowledge retrieval systems 

• Familiarity with prompt engineering and LLM optimization techniques 

• Experience with development frameworks and tools 

• Knowledge of modern software development practices (Git, CI/CD, testing) 

Preferred Skill sets: 

• Multiple LLM providers (OpenAI, Anthropic, etc.) 

• Tools for agent orchestration and workflow management 

• Natural Language Processing (NLP) techniques 

• Container technologies (Docker, Kubernetes) 

• Understanding of semantic search and information retrieval concepts 

• Knowledge of agent alignment and safety considerations