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 Architect with 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, AK

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