IN_Associate_GenAI and Agentic AI_GCC_Advisory_Bangalore

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