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