Role description

AI Platform Architect – GPU, Kubernetes & AI Infrastructure

Experience: 12- 16 Years
Role: AI Platform Architect
Domain: AI Infrastructure, Kubernetes, GPU Platforms, MLOps/GenAIOps
Employment Type: Full-Time

Key Responsibilities

- Design enterprise AI platforms, GPU-enabled Kubernetes environments, and cloud/on-prem landing zones.
- Define platform blueprints, site bootstrap automation, Infrastructure-as-Code, and GitOps operating models.
- Architect multi-tenant AI platforms, tenant onboarding frameworks, and lifecycle management processes.
- Design AI model serving, inference, training, autoscaling, GPU scheduling, and resource-sharing architectures.
- Establish MLOps/GenAIOps frameworks including model registry, CI/CD, observability, and FinOps integration.
- Define HA/DR strategies, cross-region resiliency, failover mechanisms, and recovery workflows.
- Lead architecture reviews, design workshops, and technical governance across engineering teams.
- Act as design authority for AI, Kubernetes, and GPU platform architecture decisions.

Must-Have Skills

Platform & Cloud Architecture

- 12+ years of IT experience with 5+ years in cloud/platform architecture.
- Strong experience designing large-scale cloud and hybrid infrastructure platforms.
- Expertise in landing zones, IAM/KMS, networking, VPC/VNet, hybrid connectivity, and multi-account architectures.
- Professional cloud certification (AWS/Azure/GCP).

Kubernetes & Linux

- Deep Kubernetes architecture and operational experience (EKS, AKS, GKE, OpenShift, On-Prem K8s).
- Strong expertise in multi-tenancy,



workload isolation, cluster design, and platform operations.
- Advanced Linux administration, hardening, networking, and troubleshooting (RHEL/CentOS/Ubuntu).

Infrastructure Automation

- Hands-on experience with Terraform or equivalent Infrastructure-as-Code tools.
- Strong knowledge of GitOps, automation pipelines, and platform engineering practices.

AI Platform & GPU Infrastructure

- Experience designing AI training and inference platforms.
- Knowledge of GPU scheduling, workload orchestration, model serving, and inference scaling.
- Exposure to multi-tenant AI platform security, quota management, and workload isolation.

High Availability & Resiliency

- Expertise in HA/DR, multi-region architecture, disaster recovery, failover, and RTO/RPO planning.

Stakeholder Management

- Strong customer-facing experience conducting architecture workshops and executive design reviews.
- Ability to translate business requirements into scalable technical solutions.

Preferred Skills

- NVIDIA AI Enterprise (NVAIE), NIM, Dynamo, RunAI.
- GPU sharing technologies (MIG, Fractional GPU).
- Rafay, Spectro Cloud, vCluster, OPA, Kyverno.
- SageMaker, Vertex AI, Azure ML.
- Telco, Edge, 5G MEC, AWS Outposts,



Azure Local.

Skills

Mandatory Skills : AWS Cloud Architecture, AWS Infra Services, Azure AI

About LTM
LTM is an AI-centric global technology services company and the Business Creativity partner to the world’s largest and most disruptive enterprises. We bring human insights and intelligent systems together to help clients create greater value at the intersection of technology and domain expertise. Our capabilities span integrated operations, transformation, and business AI — enabling new ways of working, recent productivity paradigms, and new roads to value. Together with over 87,000 employees across 40 countries and our global network of partners, LTM — a Larsen & Toubro company — owns business outcomes for our clients, helping them not just outperform the market, but to Outcreate it. Please also note that neither LTM nor any of its authorized recruitment agencies/partners charge any candidate registration fee or any other fees from talent (candidates) towards appearing for an interview or securing employment/internship. Candidates shall be solely responsible for verifying the credentials of any agency/consultant that claims to be working with LTM for recruitment. Please note that anyone who relies on the representations made by fraudulent employment agencies does so at their own risk, and LTM disclaims any liability in case of loss or damage suffered as a consequence of the same. Recruitment Fraud Alert - https://www.ltm.com/careers/recruitment-fraud-alert

📌 Associate Principal - Architecture (India)
🏢 LTM
📍 India