Job Title: Associate Director

Role: Senior AI Architect

Experience: 13 - 16 Years

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About the Role

We are seeking a Senior AI Architectwith deep expertise in Generative AI (GenAI), Retrieval-Augmented Generation (RAG), Agentic AI systems, Python, API development, System Design, MLOps, and production-grade AI/ML solution architecture. This role involves architecting and leading AI solutions, driving innovation, and mentoring junior engineers. You will work closely with business and technical stakeholders to deliver scalable, production-grade AI systems.

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Key Responsibilities
- Experience architecting end-to-end AI/ML solutions including model selection, inference design, data pipelines, evaluation strategy, monitoring, governance, and lifecycle management.
- Design and optimize RAG pipelines leveraging advanced retrieval strategies and vector databases.
- Build and integrate Agentic AI frameworks for autonomous workflows and decision-making at scale.
- Define architecture patterns for reusable AI components, services, APIs, and platforms.




- Design and develop REST APIs for AI/ML model serving and application integration.
- Build scalable API services using frameworks such as FastAPI, Flask, or similar.
- Design architectures that address: Scalability, Availability, Latency, Reliability, Fault tolerance, Security, Cost optimization, Maintainability, Observability.
- Define MLOps/LLMOps processes for model versioning, prompt versioning, evaluation pipelines, model registry, and production monitoring.
- Working knowledge of Docker, Kubernetes, CI/CD, model deployment, model versioning, monitoring, logging, rollback strategy, and production support.
- Experience designing and deploying cloud-native AI solutions on Azure, AWS, or GCP. Azure experience with Azure OpenAI, Azure ML, Azure AI Search, AKS, Blob Storage, Key Vault, and Application Insights is preferred.
- Define best practices for model performance, scalability, and reliability in production environ

📌 AI Architect- Associate Director (Bengaluru)
🏢 KPMG Global Services
📍 Bengaluru