Overview
Design, build and optimize autonomous AI agents and retrieval-augmented generation (RAG) systems as a Senior Associate in PwC's Advisory practice, within the intelligent automation team.
What you'll do
- 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
What you'll need
- Hands-on experience building and deploying autonomous agents
- Hands-on experience with the LangChain framework for developing applications
- Hands-on experience with Retrieval Augmented Generation (RAG) systems
- Hands-on experience with Large Language Models (LLMs) and their APIs
- Solid understanding of safety principles and best practices
- Experience resolving hallucinations in outcomes
- 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)
- 3+ to 6+ years of experience required
- BE/B.Tech/MCA/M.Tech/MBA education required: MBA (Master of Business Administration) and Bachelor of Engineering degrees/fields of study required
Nice to have
- 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
Details
- Location: Bengaluru Millenia
- Visa sponsorship: No
- Government clearance required: No
- Job posting end date: August 7, 2026
Read the full description and apply on the company’s own careers page.