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HPC Specialist

21 hours, 59 minutes ago
Canada
Full-time
Senior
DevOps Engineer
DevOps and Infrastructure
Ansible Bash Deep Learning Grafana Kubernetes Linux Prometheus Python TCP/IP Terraform
Apply Now
DRW

DRW

DRW is a diversified trading firm that leverages technology and risk management to identify and capture global trading and investment opportunities across a wide range of asset classes and markets.

Capital Markets
1K-5K
Founded 1992
View All Jobs 5

Description

  • Deploy, maintain, and optimize GPU infrastructure for large-scale LLM inference workloads.
  • Provision, configure, and deploy GPU server fleets.
  • Architect and implement distributed serving solutions for multi-node, multi-GPU model deployments.
  • Manage GPU-enabled Kubernetes clusters for LLM and ML workloads.
  • Configure network infrastructure, including load balancers, firewalls, and inter-node communication for GPU clusters.
  • Implement and optimize storage solutions for model weights and inference caches.
  • Troubleshoot performance bottlenecks across hardware, drivers, networking, and the application layer.
  • Research and evaluate emerging GPU technologies, model serving frameworks, and infrastructure optimizations.
  • Collaborate with ML engineers to profile model performance and implement inference acceleration techniques.
  • Drive reliability improvements through monitoring, alerting, capacity planning, and incident response.

Requirements

  • Bachelor's or Master's degree in Computer Science, Systems Engineering, or a related field.
  • 5+ years of experience in DevOps, SRE, or infrastructure engineering roles.
  • Strong experience with GPU infrastructure, model serving frameworks such as vLLM or SGLang, and GPU driver management.
  • Hands-on experience optimizing deep learning workloads on GPU clusters for inference or training.
  • Deep Linux systems knowledge, including network configuration, storage optimization, and Kubernetes orchestration.
  • Experience with infrastructure-as-code tools such as Ansible or Terraform.
  • Strong understanding of distributed systems, networking protocols such as TCP/IP and HTTP/2, and load balancing.
  • Proficiency in Python and Bash scripting for automation.
  • Experience with monitoring and observability tools such as Prometheus and Grafana.

Interested in this position?

Apply directly on the company website

Apply Now

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