AI/ML Engineer

Min 5years experience is required. Mandatory skill Kubernetes; LLMs, Python, Model Context Protocol, APIs, LangChain Description: We are seeking an AI/ML Engineer to design and develop an intelligent chatbot AI Agent that empowers merchants to analyse sales performance and make data-driven decisions. The solution will leverage LLMs, prompt engineering, and MCP-based tools (including FastMCP) to enable natural language queries, dynamic data retrieval, and actionable insights from Sam’s Club sales data. Responsibilities: • Architect, develop, and deploy a chatbot AI Agent to support merchants in analysing sales performance and decision-making. • Apply prompt engineering techniques to improve query handling, ensure accurate responses, and optimize LLM interactions. • Build AI agent workflows leveraging LangChain, LangGraph, and FastMCP for tool integration and orchestration. • Integrate MCP tools for dynamic data access, retrieval, and analysis. • Fine-tune and optimize LLMs to handle merchant-specific queries with precision and efficiency. • Design and implement testing strategies for AI Agents and LLM-based workflows, including evaluation of accuracy, reliability, and bias. • Build APIs and microservices (using FastAPI) to support chatbot functionality and data pipelines. • Deploy scalable solutions with Docker and Kubernetes, ensuring reliability and performance. • Collaborate with product managers, data scientists, and business stakeholders to align AI solutions with merchant needs. Required Knowledge & Skills: • Hands-on experience with LLMs, AI Agents, Chatbots, and prompt engineering. • Strong understanding of testing and evaluation methods for LLM-powered agents, including prompt validation, output reliability, and user feedback loops. • Proficiency in LangChain and LangGraph for agentic workflows and orchestration. • Familiarity with FastMCP and MCP (Model Context Protocol) for tool integration. • Proficiency in Python for AI/ML development. • Experience building services with FastAPI. • Proficiency with Docker and Kubernetes for scalable deployments. • Strong problem-solving and communication skills to bridge technical solutions with merchant use cases. • Ability to adapt quickly, learn complex systems, and contribute effectively in a fast-paced environment.