Milestone Technologies Technology/Software

AI Architect

Kochi, India In person Full-time

Role summary Leads end-to-end AI/ML solution architecture, including RAG pipeline patterns, Context Engineering, Memory Management, governance framework, security posture, prompt frameworks, and agent workflow design, Gen AI Architecture; and owns orchestrator design, the MCP Integration Framework architecture, the GraphRAG query-generation approach, and evaluation architecture. Key responsibilities Own RAG pipeline patterns, Context Engineering, Memory Management, governance framework, security posture, prompt frameworks, and agent workflow design, Gen AI Architecture.

Ensure feature designs align with the overall platform architecture and engineering standard Partner with the Knowledge Graph Architect on KG-dependent capability design Review and approve designs proposed by the AI/ML Engineers before sprint commitment Own orchestrator design and the MCP Integration Framework architecture Define the GraphRAG query-generation approach for the platform Own evaluation architecture for platform AI components Verify engineering-standard compliance of platform designs jointly with the Technical Architect Required skills & experience 8+ years AI/ML solution architecture experience, including RAG pipeline and prompt-framework design Hands-on experience designing multi-agent workflows Strong grasp of platform architecture alignment and compliance / engineering standards Prior experience owning solution architecture for an AI product suite Hands-on experience with AWS and with MCP or comparable agent-integration protocols Experience designing evaluation architecture for AI systems Comfortable verifying engineering-standard compliance alignment jointly with a Solution Architect Preferred qualifications Experience architecting across six or more concurrent capability suites Familiarity with knowledge-graph-backed retrieval Experience defining a formal MCP registration / agent-card standard Evaluation architecture experience tied to MLflow or similar Education B.Tech/M.Tech in Computer Science, AI/ML, or a related field, or equivalent practical experience.

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