Job Title: Associate Director

Role: Senior AI Architect

Experience:
13 - 16 Years

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.

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 environme

📌 Associate Director Bengaluru
🏢 KPMG
📍 Bengaluru