GyanSys - Cloud Architect - AI/ML Platform

Job Title : Cloud Architect - AI /ML

Location : Bengaluru, India

Experience : 8 - 12 Yrs

Work Location : Hybrid (3 days/week)

Bangalore Office : GyanSys Infotech, Prestige Shantiniketan (PSN) Tech Park, ITPL Road, Whitefield, Bangalore 560048

Role Overview :

We are seeking an experienced Cloud Architect to lead the design, evaluation, deployment, and evolution of enterprise AI platforms across cloud, on-premises, hybrid, and air-gapped environments. This role will define AI platform strategy, evaluate emerging AI technologies, drive migrations, and establish scalable deployment patterns for AI applications, models, and agentic systems.

Key Responsibilities :

Scope of Work :

- Define AI platform architecture for MLOps, LLMOps, AgentOps, and RAG

- Evaluate new AI services, models, and cloud-native capabilities

- Engage with Azure, AWS, GCP, Databricks, NVIDIA, and AI vendors

- Design deployment and migration strategies across cloud and on-prem platforms

- Architect AI solutions for cloud, hybrid, and air-gapped environments

- Define standards for MCP, A2A, WebSockets, Streaming HTTP, and SSE

- Configure GPU infrastructure, Kubernetes, and OpenShift-based AI platforms

- Drive AI governance, security, reliability, and cost optimization

- Mentor engineering teams and lead architecture reviews

Must-Have Skills :

- 8+ years in Cloud/Platform Architecture

- 3+ years in AI/ML/GenAI platforms

- Azure, AWS, or GCP architecture expertise

- On-prem, hybrid, and air-gapped deployment experience

- Kubernetes, OpenShift, Docker

- Terraform or Bicep

- AI Foundry, AWS Bedrock, Databricks, SageMaker, or Vertex AI

- LLMs, RAG, Agentic AI, Vector Databases

- MCP, A2A, WebSockets, Streaming HTTP/SSE

- Enterprise integration, migration, and modernization experience

- Cloud Architect Professional Certifications

Good-to-Have Skills :

- LangGraph, Semantic Kernel, CrewAI

- GPU optimization

- AI FinOps