GPU Simulation Infra Architect & Orchestrator

Tata Consultancy Services Limited; Irving (TX); On-site; USD 90,000 - 150,000; Full time

Job summary

Tata Consultancy Services Limited in Irving, TX is seeking an Engineer to build scalable infrastructure for GPU-enabled simulation execution, experiment orchestration, dataset generation, and artifact management. The role focuses on provisioning environments across workstation, data center, or cloud, and automating job orchestration and resource controls.

You will manage inputs/outputs, logs, and artifacts, while implementing monitoring, capacity planning, and failover measures.

Qualifications

• Platform, cloud, HPC, or DevOps engineering for GPU or simulation workloads.
• Containers, Linux, infrastructure as code, orchestration, storage, networking, and observability.
• Ability to diagnose performance bottlenecks across compute, GPU, I/O, and network.

Responsibilities

• Provision and automate GPU-enabled simulation environments across workstations, data centers, or cloud.
• Create job orchestration, queues, scheduling, parallel execution, retries, and resource controls.
• Manage simulation inputs, outputs, logs, artifacts, versions, and reproducibility.
• Implement monitoring, capacity, cost, reliability, and failure-recovery mechanisms.
• Integrate infrastructure with Omniverse, repositories, CI/CD, scenario frameworks, and data platforms.

Skills

Platform/Cloud/HPC

GPU workloads

Containers

Linux

Infrastructure as Code

Orchestration

Observability

Performance diagnostics

Education

Bachelor of Computer Science

Tools

Kubernetes

Slurm

Ray

Terraform

Docker

NVIDIA GPU Operator

Artifact stores

Distributed simulation

Job description

Tata Consultancy Services Limited in Irving, TX is seeking an Engineer to build scalable infrastructure for GPU-enabled simulation execution, experiment orchestration, dataset generation, and artifact management. The role focuses on provisioning environments across workstation, data center, or cloud, and automating job orchestration and resource controls.

You will manage inputs/outputs, logs, and artifacts, while implementing monitoring, capacity planning, and failover measures.