AI Architecture

Cognitive Engineering

We are seeking a highly skilled and visionary AI Architect to design and lead the architecture of cutting-edge AI systems involving agent orchestration, LLM integration, and enterprise-scale deployment. You will play a pivotal role in selecting the right models, frameworks, and strategies to enable intelligent multi-agent ecosystems, integrating them seamlessly into existing enterprise environments.

Key Responsibilities:
• Design the overall AI system architecture, focusing on agent orchestration, system integration, and end-to-end scalability.
• Evaluate and select appropriate LLMs, orchestration frameworks, tools, and APIs aligned with use case complexity and enterprise constraints.
• Architect knowledge management systems using RAG (Retrieval-Augmented Generation) and hybrid search patterns.
• Enable plan-and-execute strategies and multi-agent coordination for complex task automation.
• Ensure secure, cost-optimized design through API gateway integration, token & context-window budgeting, and resource utilization planning.
• Drive Gen AI threat modeling, safety tier design, and defenses against adversarial prompts.
• Collaborate with cross-functional teams to ensure seamless A2A (agent-to-agent) and tool-based orchestration.
• Lead proof-of-concepts, technical assessments, and production readiness for agent-based applications.

Key Skills & Experience:
• Strong understanding of architecture patterns including knowledge management (RAG, hybrid search), agent design, and enterprise AI.
• Hands-on expertise with LLM orchestration frameworks such as LangGraph, CrewAI, AutoGen, Vertex AI, AI Refinery.
• Proficiency in tools-as-agents, function calling, API integration, model context protocols (e.g., MCP), and A2A communication.
• Experience with Gen AI safety design, including threat modeling and prompt protection strategies.
• Knowledge of API gateway design, performance optimization, cost-aware system architecture, and context budgeting.
• Experience in working across cloud-native and hybrid environments with secure enterprise integration patterns.
Minimum 7 year(s) of experience is required

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