Description

We are seeking a hands-on AI Engineer with deep expertise in building AI Agents from the ground up, designing agentic workflows, and integrating enterprise tooling and MCP servers into production-grade agent systems. The ideal candidate has a builder's mindset someone who has architected and shipped real agents, not just experimented with frameworks. This role sits at the intersection of AI engineering, workflow automation, and enterprise integration. You will design agents that reason, act, and collaborate across business systems and make them accessible to end users through platforms like Slack

What You'll Do

Agent Development & Architecture

• Build AI Agents from scratch, including reasoning loops, memory management, tool calling, and state handling
• Design and implement multi-agent systems with defined roles, handoffs, and coordination logic
• Build agent orchestration layers to manage task delegation, agent communication, and failure recovery
• Implement planning and reflection patterns (ReAct, Plan-and-Execute, etc.) for autonomous task completion




• Design agents capable of handling long-running, multi-step workflows with human-in-the-loop checkpoints

MCP Integration

• Build and maintain MCP (Model Context Protocol) servers and clients from the ground up
• Integrate MCP servers into agent runtimes to expose enterprise tools, APIs, and data sources as callable context
• Design reusable MCP tooling layers that agents can dynamically discover and invoke
• Ensure secure, governed access when agents interact with internal systems via MCP

Tool & System Integration

• Integrate agents with enterprise tools including Jira, Salesforce, Slack, Notion, GitHub, ServiceNow, and others
• Build robust tool-calling interfaces, error handling, and retry logic for agent-tool interactions
• Connect agents to internal APIs, databases, and SaaS platforms via structured integration frameworks
• Develop and maintain an internal tool registry accessible by agents

📌 AI Engineer* (Hyderabad)
🏢 Meltwater
📍 Hyderabad