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