Role: MCP Server Engineer

Experience: 5+ Years

Location: Gurgaon OR Bangalore

Work Mode: Work From Office [5 Days Office]

ROLES AND RESPONSIBILITIES: • Design, build, and maintain secure connectors and pipelines between Databricks workspaces (Delta Lake, Unity Catalog) and Model Context Protocol (MCP) servers. • Implement and configure MCP servers/clients to expose Databricks data, schemas, and analytical tools securely to AI models and LLM applications. • Optimize data retrieval, caching mechanisms, and query performance between Databricks and LLM orchestration frameworks to minimize latency. • Ensure all data exposed through the MCP server adheres to strict enterprise data governance, access controls, and Unity Catalog permissions. • Partner with AI/ML engineers, data scientists, and software architects to define the context, tools,



and prompts required for LLM applications to effectively query Databricks. • Establish robust logging, error-handling, and monitoring for the Databricks-MCP middleware to ensure high availability and reliability.

REQUIRED QUALIFICATIONS • Proven, hands-on experience building, configuring, or extending MCP servers (using Python or TypeScript/Node.js SDKs) to connect LLMs to external data sources. • Deep production experience with Databricks (Delta Lake, Unity Catalog, Databricks SQL, and Managed MLflow • Solid understanding of SSE (Server-Sent Events), WebSockets, and JSON-RPC 2.0 protocols, which underpin MCP communication

📌 Mcp Server Engineer Gurugram
🏢 EXL
📍 Gurugram