IN_Agentic Powered Automation Developer_Agentic Automation_Advisory_Mumbai

Job Description:

We are seeking an experienced APA Developer specializing in autonomous agents and Large Language Models (LLMs) to join our team. The ideal candidate will help design, develop, and optimize agents that can perform complex tasks autonomously while maintaining reliability and safety.

Responsibilities:

- 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 Key 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

Mandatory skill sets:

Technical Skills - 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

Years of experience required:

3-4 years