Cloud AI Infrastructure Architect

4 days ago

Bengaluru, Karnataka, India Infosys Full time ₹ 20,00,000 - ₹ 25,00,000 per year

Key Responsibilities:As a Cloud AI Infra Architect you should have with a minimum of 10 years of experience in managing Cloud Enterprise infrastructure projects and driving automation through Gen AI drive the adoption optimization of our cloud infrastructure and servicesDesign implement and evolve highly available scalable and secure multi cloud architectures specifically tailored for large language models LLMs foundation models vector databases prompt engineering environments fine tuning and real time inference for Gen AIDevelop infrastructure patterns and frameworks to support the deployment orchestration and management of autonomous AI agents including their interaction with external tools data sources and reasoning enginesDrive the adoption and implementation of advanced IaC to automate the provisioning configuration and governance of all AI infrastructureProactively identify bottlenecks and implement innovative strategies for optimizing the performance cost efficiency and resource utilization of high compute AI workloads across all cloud providersDefine and enforce stringent security architectures data governance policies and compliance frameworks for sensitive AI data models and agent interactions egdata privacy responsible AI principlesPartner with Data Engineering to design and optimize data pipelines for large scale unstructured and vector data required for Gen AI model training fine tuning and retrieval augmented generationCollaborate closely with Data Scientists and ML Gen AI Engineers to design and implement robust MLOps Gen AIOps pipelines for continuous integration continuous delivery CI CD continuous training CT and continuous evaluation CE of Gen AI models and agentsTechnical Requirements:Proven experience designing implementing and managing cloud solutions on major cloud platforms egAWS Azure GCPStrong understanding of cloud computing concepts architectures and services IaaS PaaS SaaSHands on experience with cloud automation and infrastructure as code tools egTerraform CloudFormation ARMExperience with cloud security best practices and toolsPrompt Engineering Environments Designing and implementing infrastructure to support prompt engineering workflows and experimentationAgent orchestration tool integration egLangChainInfrastructure as Code IaC Terraform expert CloudFormation Google Deployment Manager BicepContainerization Orchestration Docker Kubernetes EKS GKE AKSMLOps Gen AIOps CI CD pipelines for AI models agents model versioning monitoringProgramming Scripting Python strongAdditional Responsibilities:Good Communication skillsGood analytical and problem solving skillsPreferred Skills:Technology->Container Platform->Kubernetes,Technology->DevOps->Continuous delivery - Environment management and provisioning->Ansible,Technology->DevOps->DevOps Architecture Consultancy,Technology->Infrastructure-Transformation->Cloud enabled Infrastructure->Terraform,Technology->Machine Learning->AI/ML Solution Architecture and Design,Technology->Microsoft Technologies->Windows PowerShell,Technology->Machine Learning->Generative AI

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