Agentic Powered Automation Consultant

Skill:

Experience Required:

Location:

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