Associate Principal - Architecture

LTM
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About this role

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.

Frequently Asked Questions

Is the salary disclosed for the Associate Principal - Architecture position at LTM?
The salary for this Associate Principal - Architecture role at LTM is not publicly listed. Click "Apply Now" to learn more about the compensation package on their official careers page.
Where is the Associate Principal - Architecture position at LTM located?
This Associate Principal - Architecture role at LTM is based in Select Location. The position is listed as on-site or hybrid. Check the full job description or apply directly to confirm the work arrangement.
Is the Associate Principal - Architecture role at LTM full-time or part-time?
This is listed as a Regular position. It is posted as a Associate Principal - Architecture role at LTM.
How do I apply for the Associate Principal - Architecture position at LTM?
Click the "Apply Now" button on this page. You will be redirected to LTM's official application portal hosted on ripplehire where you can submit your application directly.
When was the Associate Principal - Architecture job at LTM posted?
This Associate Principal - Architecture position at LTM was posted on Oct 9, 2026. Apply as soon as possible — early applications are often reviewed first.
Associate Principal - Architecture
LTM
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